ReLU Explained | Papers With Code

Rectified Linear Units

Rectified Linear Units, or ReLUs, are a type of activation function that are linear in the positive dimension, but zero in the negative dimension. The kink in the function is the source of the non-linearity. Linearity in the positive dimension has the attractive property that it prevents non-saturation of gradients (contrast with sigmoid activations), although for half of the real line its gradient is zero.

$$ f\left(x\right) = \max\left(0, x\right) $$

Latest Papers

PAPER	DATE
Approximation of Smoothness Classes by Deep ReLU Networks Mazen Ali • Anthony Nouy	2020-07-30
On the Banach spaces associated with multi-layer ReLU networks: Function representation, approximation theory and gradient descent dynamics Weinan E • Stephan Wojtowytsch	2020-07-30
Instance Selection for GANs Terrance DeVries • Michal Drozdzal • Graham W. Taylor	2020-07-30
VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network Jinhyeok Yang • Junmo Lee • Youngik Kim • Hoonyoung Cho • Injung Kim	2020-07-30
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization Tawsifur Rahman • Amith Khandakar • Muhammad Abdul Kadir • Khandaker R. Islam • Khandaker F. Islam • Rashid Mazhar • Tahir Hamid • Mohammad T. Islam • Zaid B. Mahbub • Mohamed Arselene Ayari • Muhammad E. H. Chowdhury	2020-07-29
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation Xiaohang Fu • Lei Bi • Ashnil Kumar • Michael Fulham • Jinman Kim	2020-07-29
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation \| Yiyang Zhang • Feng Liu • Zhen Fang • Bo Yuan • Guangquan Zhang • Jie Lu	2020-07-29
Generative Classifiers as a Basis for Trustworthy Computer Vision Radek Mackowiak • Lynton Ardizzone • Ullrich Köthe • Carsten Rother	2020-07-29
Tempered Sigmoid Activations for Deep Learning with Differential Privacy Nicolas Papernot • Abhradeep Thakurta • Shuang Song • Steve Chien • Úlfar Erlingsson	2020-07-28
Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020 Mert Hidayetoglu • Carl Pearson • Vikram Sharma Mailthody • Eiman Ebrahimi • Jinjun Xiong • Rakesh Nagi • Wen-mei W Hwu	2020-07-28
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI Jinwei Zhang • Hang Zhang • Alan Wang • Qihao Zhang • Mert Sabuncu • Pascal Spincemaille • Thanh D. Nguyen • Yi Wang	2020-07-28
From Sound Representation to Model Robustness Mohammad Esmaeilpour • Patrick Cardinal • Alessandro Lameiras Koerich	2020-07-27
Receptive-Field Regularized CNNs for Music Classification and Tagging Khaled Koutini • Hamid Eghbal-Zadeh • Verena Haunschmid • Paul Primus • Shreyan Chowdhury • Gerhard Widmer	2020-07-27
Self-Attentive Multi-Layer Aggregation with Feature Recalibration and Normalization for End-to-End Speaker Verification System Soonshin Seo • Ji-Hwan Kim	2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks Renlong Jie • Junbin Gao • Andrey Vasnev • Min-ngoc Tran	2020-07-26
MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images Rui Li • Chenxi Duan • Shunyi Zheng	2020-07-26
A deep learning based multiscale approach to segment cancer area in liver whole slide image Yanbo Feng • Adel Hafiane • Hélène Laurent	2020-07-25
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism Yosuke Oyama • Naoya Maruyama • Nikoli Dryden • Erin McCarthy • Peter Harrington • Jan Balewski • Satoshi Matsuoka • Peter Nugent • Brian Van Essen	2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds Rui Huang • Wanyue Zhang • Abhijit Kundu • Caroline Pantofaru • David A Ross • Thomas Funkhouser • Alireza Fathi	2020-07-24
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net Narges Saeedizadeh • Shervin Minaee • Rahele Kafieh • Shakib Yazdani • Milan Sonka	2020-07-24
Counting Fish and Dolphins in Sonar Images Using Deep Learning Stefan Schneider • Alex Zhuang	2020-07-24
PP-YOLO: An Effective and Efficient Implementation of Object Detector \| Xiang Long • Kaipeng Deng • Guanzhong Wang • Yang Zhang • Qingqing Dang • Yuan Gao • Hui Shen • Jianguo Ren • Shumin Han • Errui Ding • Shilei Wen # 28 OBJECT DETECTION ON COCO TEST-DEV	2020-07-23
Right for the Right Reason: Making Image Classification Robust Anna Nguyen • Adrian Oberföll • Michael Färber	2020-07-23
Hierarchical Verification for Adversarial Robustness Cong Han Lim • Raquel Urtasun • Ersin Yumer	2020-07-23
Funnel Activation for Visual Recognition \| Ningning Ma • Xiangyu Zhang • Jian Sun	2020-07-23
WeightNet: Revisiting the Design Space of Weight Networks \| Ningning Ma • Xiangyu Zhang • Jiawei Huang • Jian Sun	2020-07-23
PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks Ting-Wu Chin • Ari S. Morcos • Diana Marculescu	2020-07-23
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN Chunxia Qin • Xiaojun Chen • Jocelyne Troccaz	2020-07-23
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques Orkhan Baghirli • Imran Ibrahimli • Tarlan Mammadzada	2020-07-22
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy • Dipika Singhania • Angela Yao	2020-07-22
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking Jianfeng Yan • Zizhuang Wei • Hongwei Yi • Mingyu Ding • Runze Zhang • Yisong Chen • Guoping Wang • Yu-Wing Tai	2020-07-21
SLNSpeech: solving extended speech separation problem by the help of sign language Jiasong Wu • Taotao Li • Youyong Kong • Guanyu Yang • Lotfi Senhadji • Huazhong Shu	2020-07-21
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling Yuliang Zou • Pan Ji • Quoc-Huy Tran • Jia-Bin Huang • Manmohan Chandraker	2020-07-21
EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL Seyed Kamyar Seyed Ghasemipour • Dale Schuurmans • Shixiang Shane Gu	2020-07-21
Interpolating GANs to Scaffold Autotelic Creativity Ziv Epstein • Océane Boulais • Skylar Gordon • Matt Groh	2020-07-21
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training Pengcheng Dai • Jianlei Yang • Xucheng Ye • Xingzhou Cheng • Junyu Luo • Linghao Song • Yiran Chen • Weisheng Zhao	2020-07-21
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition \| Darshan Gera • S Balasubramanian	2020-07-20
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm Anthony Berthelier • Yongzhe Yan • Thierry Chateau • Christophe Blanc • Stefan Duffner • Christophe Garcia	2020-07-20
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism Hao Ding • Songsong Wu • Hao Tang • Fei Wu • Guangwei Gao • Xiao-Yuan Jing	2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping \| Hmrishav Bandyopadhyay • Tanmoy Dasgupta • Nibaran Das • Mita Nasipuri # 1 SSIM ON DOCUNET	2020-07-20
Detection, Attribution and Localization of GAN Generated Images Michael Goebel • Lakshmanan Nataraj • Tejaswi Nanjundaswamy • Tajuddin Manhar Mohammed • Shivkumar Chandrasekaran • B. S. Manjunath	2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks Min Soo Kim • Alberto A. Del Barrio • HyunJin Kim • Nader Bagherzadeh	2020-07-20
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks Hassan Dbouk • Hetul Sanghvi • Mahesh Mehendale • Naresh Shanbhag	2020-07-19
Progressive Multi-Scale Residual Network for Single Image Super-Resolution \| Yuqing Liu • Xinfeng Zhang • Shanshe Wang • Siwei Ma • Wen Gao	2020-07-19
Abstraction based Output Range Analysis for Neural Networks Pavithra Prabhakar • Zahra Rahimi Afzal	2020-07-18
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation Md Tahmid Hossain • Shyh Wei Teng • Ferdous Sohel • Guojun Lu	2020-07-18
Hybrid Discriminative-Generative Training via Contrastive Learning Hao Liu • Pieter Abbeel	2020-07-17
Region-based Non-local Operation for Video Classification Guoxi Huang • Adrian G. Bors # 4 ACTION RECOGNITION ON SOMETHING-SOMETHING V1	2020-07-17
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection K. V. Kadambari • Vishnu Vardhan Nimmalapudi	2020-07-17
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining Hao-Hsiang Yang • Chao-Han Huck Yang • Yu-Chiang Frank Wang	2020-07-17
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images Simindokht Jahangard • Mohammad Hossein Zangooei • Maysam Shahedi	2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection \| Xiaoqi Zhao • Youwei Pang • Lihe Zhang • Huchuan Lu • Lei Zhang	2020-07-16
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation Christopher Neff • Aneri Sheth • Steven Furgurson • Hamed Tabkhi	2020-07-16
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms Fernando Alonso-Fernandez • Javier Barrachina • Kevin Hernandez-Diaz • Josef Bigun	2020-07-16
Collision Avoidance Robotics Via Meta-Learning (CARML) Abhiram Iyer • Aravind Mahadevan	2020-07-16
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences Teng Liu • Xiaolin Tang • Xiaosong Hu • Wenhao Tan • Jinwei Zhang	2020-07-16
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes Marcelo Gennari do Nascimento • Theo W. Costain • Victor Adrian Prisacariu	2020-07-15
Attention as Activation \| Yimian Dai • Stefan Oehmcke • Yiquan Wu • Kobus Barnard	2020-07-15
MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry Cedric Schockaert • Henri Hoyez	2020-07-15
Phase diagram for two-layer ReLU neural networks at infinite-width limit Tao Luo • Zhi-Qin John Xu • Zheng Ma • Yaoyu Zhang	2020-07-15
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection Manu Goyal • Saeed Hassanpour	2020-07-15
Bounding The Number of Linear Regions in Local Area for Neural Networks with ReLU Activations Rui Zhu • Bo Lin • Haixu Tang	2020-07-14
Add a SideNet to your MainNet Adrien Morisot	2020-07-14
Implicit Euler ODE Networks for Single-Image Dehazing Jiawei Shen • Zhuoyan Li • Lei Yu • Gui-Song Xia • Wen Yang	2020-07-13
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation Shunjie Dong • Jinlong Zhao • Maojun Zhang • Zhengxue Shi • Jianing Deng • Yiyu Shi • Mei Tian • Cheng Zhuo	2020-07-13
Probabilistic bounds on data sensitivity in deep rectifier networks Blaine Rister • Daniel L. Rubin	2020-07-13
Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes Lucas P. Soares • Helen C. Dias • Carlos H. Grohmann	2020-07-13
Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation Mahesh Chandra	2020-07-13
Hardware Implementation of Hyperbolic Tangent Function using Catmull-Rom Spline Interpolation Mahesh Chandra	2020-07-13
Locality Guided Neural Networks for Explainable Artificial Intelligence Randy Tan • Naimul Khan • Ling Guan	2020-07-12
Abstract Universal Approximation for Neural Networks Zi Wang • Aws Albarghouthi • Somesh Jha	2020-07-12
To filter prune, or to layer prune, that is the question Sara Elkerdawy • Mostafa Elhoushi • Abhineet Singh • Hong Zhang • Nilanjan Ray	2020-07-11
Investigation of Sentiment Controllable Chatbot Hung-yi Lee • Cheng-Hao Ho • Chien-Fu Lin • Chiung-Chih Chang • Chih-Wei Lee • Yau-Shian Wang • Tsung-Yuan Hsu • Kuan-Yu Chen	2020-07-11
Bayesian Multi Scale Neural Network for Crowd Counting Abhinav Sagar	2020-07-11
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans \| Laetitia Hebert • Tosif Ahamed • Antonio C Costa • Liam O'Shaughnessy • Greg J Stephens	2020-07-10
Generating Adversarial Inputs Using A Black-box Differential Technique João Batista Pereira Matos Juúnior • Lucas Carvalho Cordeiro • Marcelo d'Amorim • Xiaowei Huang	2020-07-10
Automatic Segmentation of Non-Tumor Tissues in Glioma MR Brain Images Using Deformable Registration with Partial Convolutional Networks Zhongqiang Liu	2020-07-10
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging Rajesh Kumar • Abdullah Aman Khan • Sinmin Zhang • WenYong Wang • Yousif Abuidris • Waqas Amin • Jay Kumar	2020-07-10
Maximum-and-Concatenation Networks Xingyu Xie • Hao Kong • Jianlong Wu • Wayne Zhang • Guangcan Liu • Zhouchen Lin	2020-07-09
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK Yuanzhi Li • Tengyu Ma • Hongyang R. Zhang	2020-07-09
Self-Supervised Policy Adaptation during Deployment \| Nicklas Hansen • Yu Sun • Pieter Abbeel • Alexei A. Efros • Lerrel Pinto • Xiaolong Wang	2020-07-08
Deep Ensemble Analysis for Imaging X-ray Polarimetry A. L. Peirson • R. W. Romani • H. L. Marshall • J. F. Steiner • L. Baldini	2020-07-08
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Nabeel Seedat	2020-07-08
MPC Protocol for G-module and its Application in Secure Compare and ReLU Qizhi Zhang • Lichun Li • Shan Yin • Juanjuan Sun	2020-07-08
Robust Re-Identification by Multiple Views Knowledge Distillation \| Angelo Porrello • Luca Bergamini • Simone Calderara # 1 VEHICLE RE-IDENTIFICATION ON VERI	2020-07-08
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking Sophia Bano • Francisco Vasconcelos • Luke M. Shepherd • Emmanuel Vander Poorten • Tom Vercauteren • Sebastien Ourselin • Anna L. David • Jan Deprest • Danail Stoyanov	2020-07-08
NVAE: A Deep Hierarchical Variational Autoencoder Arash Vahdat • Jan Kautz # 1 IMAGE GENERATION ON FFHQ	2020-07-08
Journey Towards Tiny Perceptual Super-Resolution Royson Lee • Łukasz Dudziak • Mohamed Abdelfattah • Stylianos I. Venieris • Hyeji Kim • Hongkai Wen • Nicholas D. Lane	2020-07-08
3D Topology Transformation with Generative Adversarial Networks Luca Stornaiuolo • Nima Dehmamy • Albert-László Barabási • Mauro Martino	2020-07-07
Do Transformers Need Deep Long-Range Memory Jack W. Rae • Ali Razavi	2020-07-07
Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH) Yuqing Li • Tao Luo • Nung Kwan Yip	2020-07-07
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning Harm van Seijen • Hadi Nekoei • Evan Racah • Sarath Chandar	2020-07-07
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback Carlos Gemmell • Federico Rossetto • Jeffrey Dalton	2020-07-06
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network Wenjia Wang • Tianyang Hu • Cong Lin • Guang Cheng	2020-07-06
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images Dennis Núñez-Fernández • Lamberto Ballan • Gabriel Jiménez-Avalos • Jorge Coronel • Mirko Zimic	2020-07-06
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning \| Bailin Li • Bowen Wu • Jiang Su • Guangrun Wang • Liang Lin # 1 NETWORK PRUNING ON IMAGENET	2020-07-06
Rethinking Bottleneck Structure for Efficient Mobile Network Design Zhou Daquan • Qibin Hou • Yunpeng Chen • Jiashi Feng • Shuicheng Yan	2020-07-05
HoughNet: Integrating near and long-range evidence for bottom-up object detection \| Nermin Samet • Samet Hicsonmez • Emre Akbas # 22 OBJECT DETECTION ON COCO TEST-DEV	2020-07-05
Learning to Prune in Training via Dynamic Channel Propagation \| Shibo Shen • Rongpeng Li • Zhifeng Zhao • Honggang Zhang • Yugeng Zhou	2020-07-03
Abstractive and mixed summarization for long-single documents Roger Barrull • Jugal Kalita	2020-07-03
Provably Efficient Neural Estimation of Structural Equation Model: An Adversarial Approach Luofeng Liao • You-Lin Chen • Zhuoran Yang • Bo Dai • Zhaoran Wang • Mladen Kolar	2020-07-02
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? \| Ella M. Gale • Nicholas Martin • Ryan Blything • Anh Nguyen • Jeffrey S. Bowers	2020-07-02
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector \| Renu Sharma • Arun Ross	2020-07-02
MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes Yilin Chen • Ming Li • Yongfei Wu • Xueyu Liu • Fang Hao • Daoxiang Zhou • Xiaoshuang Zhou • Chen Wang	2020-07-02
A Novel BGCapsule Network for Text Classification Akhilesh Kumar Gangwar • Vadlamani Ravi	2020-07-02
Self-Attention Guided Copy Mechanism for Abstractive Summarization Song Xu • Haoran Li • Peng Yuan • Youzheng Wu • Xiaodong He • Bowen Zhou	2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions Hannah Craighead • Andrew Caines • Paula Buttery • Helen Yannakoudakis	2020-07-01
Multimodal and Multiresolution Speech Recognition with Transformers Georgios Paraskevopoulos • Srinivas Parthasarathy • Aparna Khare • Shiva Sundaram	2020-07-01
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction \| Zixiang Ding • Rui Xia • Jianfei Yu # 2 EMOTION-CAUSE PAIR EXTRACTION ON ECPE	2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer Jianfei Yu • Jing Jiang • Li Yang • Rui Xia	2020-07-01
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models Jae-young Jo • Sung-Hyon Myaeng	2020-07-01
Probing for Referential Information in Language Models Ionut-Teodor Sorodoc • Kristina Gulordava • Gemma Boleda	2020-07-01
Multimodal Transformer for Multimodal Machine Translation Shaowei Yao • Xiaojun Wan	2020-07-01
Paraphrase Generation by Learning How to Edit from Samples Amirhossein Kazemnejad • Mohammadreza Salehi • Mahdieh Soleymani Baghshah	2020-07-01
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification Hao Tang • Donghong Ji • Chenliang Li • Qiji Zhou	2020-07-01
Do Transformers Need Deep Long-Range Memory? Jack Rae • Ali Razavi	2020-07-01
In Neural Machine Translation, What Does Transfer Learning Transfer? Alham Fikri Aji • Nikolay Bogoychev • Kenneth Heafield • Rico Sennrich	2020-07-01
Feature Projection for Improved Text Classification Qi Qin • Wenpeng Hu • Bing Liu	2020-07-01
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation Arya D. McCarthy • Xian Li • Jiatao Gu • Ning Dong	2020-07-01
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation \| Yizhe Zhang • Siqi Sun • Michel Galley • Yen-Chun Chen • Chris Brockett • Xiang Gao • Jianfeng Gao • Jingjing Liu • Bill Dolan	2020-07-01
Combining Subword Representations into Word-level Representations in the Transformer Architecture Noe Casas • Marta R. Costa-juss{\`a} • Jos{\'e} A. R. Fonollosa	2020-07-01
Robust Neural Machine Translation with ASR Errors Haiyang Xue • Yang Feng • Shuhao Gu • Wei Chen	2020-07-01
An empirical investigation of neural methods for content scoring of science explanations Brian Riordan • Sarah Bichler • Allison Bradford • Jennifer King Chen • Korah Wiley • Libby Gerard • Marcia C. Linn	2020-07-01
Neural Transduction of Letter Position Dyslexia using an Anagram Matrix Representation Avi Bleiweiss	2020-07-01
Character aware models with similarity learning for metaphor detection Tarun Kumar • Yashvardhan Sharma	2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter Hunter Gregory • Steven Li • Pouya Mohammadi • Natalie Tarn • Rachel Draelos • Cynthia Rudin	2020-07-01
Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing Han He • Jinho D. Choi	2020-07-01
KIT's IWSLT 2020 SLT Translation System Ngoc-Quan Pham • Felix Schneider • Tuan-Nam Nguyen • Thanh-Le Ha • Thai Son Nguyen • Maximilian Awiszus • Sebastian St{\"u}ker • Alex Waibel • er	2020-07-01
End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning Hou Jeung Han • Mohd Abbas Zaidi • Sathish Reddy Indurthi • Nikhil Kumar Lakumarapu • Beomseok Lee • Sangha Kim	2020-07-01
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning Nikhil Kumar Lakumarapu • Beomseok Lee • Sathish Reddy Indurthi • Hou Jeung Han • Mohd Abbas Zaidi • Sangha Kim	2020-07-01
SRPOL's System for the IWSLT 2020 End-to-End Speech Translation Task Tomasz Potapczyk • Pawel Przybysz	2020-07-01
The AFRL IWSLT 2020 Systems: Work-From-Home Edition Brian Ore • Eric Hansen • Tim Anderson • Jeremy Gwinnup	2020-07-01
OPPO's Machine Translation System for the IWSLT 2020 Open Domain Translation Task Qian Zhang • Xiaopu Li • Dawei Dang • Tingxun Shi • Di Ai • Zhengshan Xue • Jie Hao	2020-07-01
CASIA's System for IWSLT 2020 Open Domain Translation Qian Wang • Yuchen Liu • Cong Ma • Yu Lu • Yining Wang • Long Zhou • Yang Zhao • Jiajun Zhang • Chengqing Zong	2020-07-01
Deep Blue Sonics' Submission to IWSLT 2020 Open Domain Translation Task Enmin Su • Yi Ren	2020-07-01
University of Tsukuba's Machine Translation System for IWSLT20 Open Domain Translation Task Hongyi Cui • Yizhen Wei • Shohei Iida • Takehito Utsuro • Masaaki Nagata	2020-07-01
Xiaomi's Submissions for IWSLT 2020 Open Domain Translation Task Yuhui Sun • Mengxue Guo • Xiang Li • Jianwei Cui • Bin Wang	2020-07-01
The HW-TSC Video Speech Translation System at IWSLT 2020 Minghan Wang • Hao Yang • Yao Deng • Ying Qin • Lizhi Lei • Daimeng Wei • Hengchao Shang • Ning Xie • Xiaochun Li • Jiaxian Guo	2020-07-01
Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation Felix Schneider • Alex Waibel • er	2020-07-01
Compressing Neural Machine Translation Models with 4-bit Precision Alham Fikri Aji • Kenneth Heafield	2020-07-01
Training and Inference Methods for High-Coverage Neural Machine Translation Michael Yang • Yixin Liu • Rahul Mayuranath	2020-07-01
Expand and Filter: CUNI and LMU Systems for the WNGT 2020 Duolingo Shared Task Jind{\v{r}}ich Libovick{\'y} • Zden{\v{e}}k Kasner • Jind{\v{r}}ich Helcl • Ond{\v{r}}ej Du{\v{s}}ek	2020-07-01
The NiuTrans System for WNGT 2020 Efficiency Task Chi Hu • Bei Li • Yinqiao Li • Ye Lin • Yanyang Li • Chenglong Wang • Tong Xiao • Jingbo Zhu	2020-07-01
Efficient and High-Quality Neural Machine Translation with OpenNMT Guillaume Klein • Dakun Zhang • Cl{\'e}ment Chouteau • Josep Crego • Jean Senellart	2020-07-01
Improving Document-Level Neural Machine Translation with Domain Adaptation Sami Ul Haq • Sadaf Abdul Rauf • Arslan Shoukat • Noor-e- Hira	2020-07-01
CopyBERT: A Unified Approach to Question Generation with Self-Attention Stalin Varanasi • Saadullah Amin • Guenter Neumann	2020-07-01
How to Tame Your Data: Data Augmentation for Dialog State Tracking Adam Summerville • Jordan Hashemi • James Ryan • william ferguson	2020-07-01
Methods for Extracting Information from Messages from Primary Care Providers to Specialists Xiyu Ding • Michael Barnett • Ateev Mehrotra • Timothy Miller	2020-07-01
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models Seppo Enarvi • Marilisa Amoia • Miguel Del-Agua Teba • Brian Delaney • Frank Diehl • Stefan Hahn • Kristina Harris • Liam McGrath • Yue Pan • Joel Pinto • Luca Rubini • Miguel Ruiz • Gag Singh • eep • Fabian Stemmer • Weiyi Sun • Paul Vozila • Thomas Lin • Ranjani Ramamurthy	2020-07-01
Enhancing Transformer with Sememe Knowledge Yuhui Zhang • Chenghao Yang • Zhengping Zhou • Zhiyuan Liu	2020-07-01
Grapheme-to-Phoneme Conversion with a Multilingual Transformer Model Omnia ElSaadany • Benjamin Suter	2020-07-01
Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion Nikhil Prabhu • Katharina Kann	2020-07-01
Leveraging Principal Parts for Morphological Inflection Ling Liu • Mans Hulden	2020-07-01
Data Augmentation for Transformer-based G2P Zach Ryan • Mans Hulden	2020-07-01
HausaMT v1.0: Towards English--Hausa Neural Machine Translation Adewale Akinfaderin	2020-07-01
Developing cooperative policies for multi-stage tasks Jordan Erskine • Chris Lehnert	2020-07-01
Regularly Updated Deterministic Policy Gradient Algorithm Shuai Han • Wenbo Zhou • Shuai Lü • Jiayu Yu	2020-07-01
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture \| Tiange Xiang • Chaoyi Zhang • Dongnan Liu • Yang Song • Heng Huang • Weidong Cai	2020-07-01
Deep Isometric Learning for Visual Recognition \| Haozhi Qi • Chong You • Xiaolong Wang • Yi Ma • Jitendra Malik	2020-06-30
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks \| R. Robinson • Q. Dou • D. C. Castro • K. Kamnitsas • M. de Groot • R. M. Summers • D. Rueckert • B. Glocker	2020-06-30
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding \| Dmitry Lepikhin • HyoukJoong Lee • Yuanzhong Xu • Dehao Chen • Orhan Firat • Yanping Huang • Maxim Krikun • Noam Shazeer • Zhifeng Chen	2020-06-30
Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering Xinyan Zhao • Xiao Feng • Haoming Zhong • Jun Yao • Huanhuan Chen	2020-06-30
PriorGAN: Real Data Prior for Generative Adversarial Nets Shuyang Gu • Jianmin Bao • Dong Chen • Fang Wen	2020-06-30
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation William Adorno III • Angela Yi • Marcel Durieux • Donald Brown	2020-06-30
Improving robustness against common corruptions by covariate shift adaptation Steffen Schneider • Evgenia Rusak • Luisa Eck • Oliver Bringmann • Wieland Brendel • Matthias Bethge	2020-06-30
Simplifying Models with Unlabeled Output Data Sang Michael Xie • Tengyu Ma • Percy Liang	2020-06-29
Near-Optimal SQ Lower Bounds for Agnostically Learning Halfspaces and ReLUs under Gaussian Marginals Ilias Diakonikolas • Daniel M. Kane • Nikos Zarifis	2020-06-29
Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks \| Emma Rocheteau • Pietro Liò • Stephanie Hyland	2020-06-29
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis \| Jean-Benoit Delbrouck • Noé Tits • Mathilde Brousmiche • Stéphane Dupont # 1 MULTIMODAL SENTIMENT ANALYSIS ON CMU-MOSEI	2020-06-29
Statistical-Query Lower Bounds via Functional Gradients Surbhi Goel • Aravind Gollakota • Adam Klivans	2020-06-29
Multi-Head Attention: Collaborate Instead of Concatenate \| Jean-Baptiste Cordonnier • Andreas Loukas • Martin Jaggi	2020-06-29
Rethinking Positional Encoding in Language Pre-training \| Guolin Ke • Di He • Tie-Yan Liu	2020-06-28
Self-Attention Networks for Intent Detection Sevinj Yolchuyeva • Géza Németh • Bálint Gyires-Tóth	2020-06-28
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates \| Ke Sun • Zigang Geng • Depu Meng • Bin Xiao • Dong Liu • Zhaoxiang Zhang • Jingdong Wang	2020-06-28
Causal Explanations of Image Misclassifications Yan Min • Miles Bennett	2020-06-28
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization Beliz Gunel • Chenguang Zhu • Michael Zeng • Xuedong Huang	2020-06-27
Interactive Deep Refinement Network for Medical Image Segmentation Titinunt Kitrungrotsakul • Iwamoto Yutaro • Lanfen Lin • Ruofeng Tong • Jingsong Li • Yen-Wei Chen	2020-06-27
Alpha-Net: Architecture, Models, and Applications Jishan Shaikh • Adya Sharma • Ankit Chouhan • Avinash Mahawar	2020-06-27
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning Firas Fredj • Yasser Al-Eryani • Setareh Maghsudi • Mohamed Akrout • Ekram Hossain	2020-06-26
What they do when in doubt: a study of inductive biases in seq2seq learners Eugene Kharitonov • Rahma Chaabouni	2020-06-26
TURL: Table Understanding through Representation Learning \| Xiang Deng • Huan Sun • Alyssa Lees • You Wu • Cong Yu	2020-06-26
Training Convolutional ReLU Neural Networks in Polynomial Time: Exact Convex Optimization Formulations Tolga Ergen • Mert Pilanci	2020-06-26
BERTology Meets Biology: Interpreting Attention in Protein Language Models \| Jesse Vig • Ali Madani • Lav R. Varshney • Caiming Xiong • Richard Socher • Nazneen Fatema Rajani	2020-06-26
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach Vishal Sharma • Curtis Dyreson	2020-06-26
Conditional Set Generation with Transformers Adam R Kosiorek • Hyunjik Kim • Danilo J Rezende	2020-06-26
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator Nandan Kumar Jha • Shreyas Ravishankar • Sparsh Mittal • Arvind Kaushik • Dipan Mandal • Mahesh Chandra	2020-06-26
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal Shujaat Khan • Jaeyoung Huh • Jong Chul Ye	2020-06-26
Smooth Adversarial Training Cihang Xie • Mingxing Tan • Boqing Gong • Alan Yuille • Quoc V. Le	2020-06-25
Learning Source Phrase Representations for Neural Machine Translation Hongfei Xu • Josef van Genabith • Deyi Xiong • Qiuhui Liu • Jingyi Zhang	2020-06-25
Implicitly Maximizing Margins with the Hinge Loss Justin Lizama	2020-06-25
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering Chiranjib Sur	2020-06-25
SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning Chiranjib Sur	2020-06-25
Noise, overestimation and exploration in Deep Reinforcement Learning Rafael Stekolshchik	2020-06-25
Parametric Instance Classification for Unsupervised Visual Feature Learning Yue Cao • Zhenda Xie • Bin Liu • Yutong Lin • Zheng Zhang • Han Hu	2020-06-25
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung Alexandr G. Rassadin	2020-06-25
Differentiable Window for Dynamic Local Attention Thanh-Tung Nguyen • Xuan-Phi Nguyen • Shafiq Joty • Xiaoli Li	2020-06-24
AReLU: Attention-based Rectified Linear Unit \| Dengsheng Chen • Kai Xu	2020-06-24
DeepAbstract: Neural Network Abstraction for Accelerating Verification Pranav Ashok • Vahid Hashemi • Jan Křetínský • Stefanie Mohr	2020-06-24
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks Francis Williams • Matthew Trager • Joan Bruna • Denis Zorin	2020-06-24
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification Christian Tjandraatmadja • Ross Anderson • Joey Huchette • Will Ma • Krunal Patel • Juan Pablo Vielma	2020-06-24
Hyperparameter Ensembles for Robustness and Uncertainty Quantification Florian Wenzel • Jasper Snoek • Dustin Tran • Rodolphe Jenatton	2020-06-24
3D Pose Detection in Videos: Focusing on Occlusion Justin Wang • Edward Xu • Kangrui Xue • Lukasz Kidzinski	2020-06-24
On the Difficulty of Designing Processor Arrays for Deep Neural Networks \| Kevin Stehle • Günther Schindler • Holger Fröning	2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan \| Abdolkarim Saeedi • Maryam Saeedi • Arash Maghsoudi	2020-06-24
Deep Convolutional GANs for Car Image Generation Dong Hui Kim	2020-06-24
Malignancy-Aware Follow-Up Volume Prediction for Lung Nodules Yamin Li • Jiancheng Yang • Yi Xu • Jingwei Xu • Xiaodan Ye • Guangyu Tao • Xueqian Xie • Guixue Liu	2020-06-24
Flexible Image Denoising with Multi-layer Conditional Feature Modulation \| Jiazhi Du • Xin Qiao • Zifei Yan • Hongzhi Zhang • Wangmeng Zuo	2020-06-24
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net \| Dominik Müller • Iñaki Soto Rey • Frank Kramer	2020-06-24
The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning Lingheng Meng • Rob Gorbet • Dana Kulić	2020-06-23
Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data \| Rui Dai • Shenkun Xu • Qian Gu • Chenguang Ji • Kaikui Liu	2020-06-23
Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach \| Alexander Fang • Alisa Liu • Prem Seetharaman • Bryan Pardo	2020-06-23
Experience Replay with Likelihood-free Importance Weights Samarth Sinha • Jiaming Song • Animesh Garg • Stefano Ermon	2020-06-23
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks \| Eugene Lee • Chen-Yi Lee	2020-06-23
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention Lei Li • Xin Weng • Julia A. Schnabel • Xiahai Zhuang	2020-06-23
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks Rohit Lokwani • Ashrika Gaikwad • Viraj Kulkarni • Aniruddha Pant • Amit Kharat	2020-06-23
Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation Yixin Wang • Yao Zhang • Yang Liu • Jiang Tian • Cheng Zhong • Zhongchao Shi • Yang Zhang • Zhiqiang He	2020-06-23
Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks Ilias Diakonikolas • Daniel M. Kane • Vasilis Kontonis • Nikos Zarifis	2020-06-22
Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime Atsushi Nitanda • Taiji Suzuki	2020-06-22
Advantages of biologically-inspired adaptive neural activation in RNNs during learning Victor Geadah • Giancarlo Kerg • Stefan Horoi • Guy Wolf • Guillaume Lajoie	2020-06-22
Deep Network Approximation with Discrepancy Being Reciprocal of Width to Power of Depth Zuowei Shen • Haizhao Yang • Shijun Zhang	2020-06-22
A Self-Attention Network based Node Embedding Model Dai Quoc Nguyen • Tu Dinh Nguyen • Dinh Phung	2020-06-22
Superpolynomial Lower Bounds for Learning One-Layer Neural Networks using Gradient Descent Surbhi Goel • Aravind Gollakota • Zhihan Jin • Sushrut Karmalkar • Adam Klivans	2020-06-22
Exploring Software Naturalness through Neural Language Models Luca Buratti • Saurabh Pujar • Mihaela Bornea • Scott McCarley • Yunhui Zheng • Gaetano Rossiello • Alessandro Morari • Jim Laredo • Veronika Thost • Yufan Zhuang • Giacomo Domeniconi	2020-06-22
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images Mart van Rijthoven • Maschenka Balkenhol • Karina Siliņa • Jeroen van der Laak • Francesco Ciompi	2020-06-22
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Yong Cheng • Lu Jiang • Wolfgang Macherey • Jacob Eisenstein	2020-06-21
The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 Assaf Singer • Katharina Kann	2020-06-21
Sequential Feature Filtering Classifier Minseok Seo • Jaemin Lee • Jongchan Park • Dong-Geol Choi	2020-06-21
Network Moments: Extensions and Sparse-Smooth Attacks Modar Alfadly • Adel Bibi • Emilio Botero • Salman Alsubaihi • Bernard Ghanem	2020-06-21
Efficient Integer-Arithmetic-Only Convolutional Neural Networks Hengrui Zhao • Dong Liu • Houqiang Li	2020-06-21
Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation Shiyang Yan • Yang Hua • Neil M. Robertson	2020-06-21
A Universal Representation Transformer Layer for Few-Shot Image Classification \| Lu Liu • William Hamilton • Guodong Long • Jing Jiang • Hugo Larochelle	2020-06-21
Training (Overparametrized) Neural Networks in Near-Linear Time Jan van den Brand • Binghui Peng • Zhao Song • Omri Weinstein	2020-06-20
Memory Transformer Mikhail S. Burtsev • Grigory V. Sapunov	2020-06-20
Towards Understanding Label Smoothing Yi Xu • Yuanhong Xu • Qi Qian • Hao Li • Rong Jin	2020-06-20
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition \| Ionut Cosmin Duta • Li Liu • Fan Zhu • Ling Shao # 5 SEMANTIC SEGMENTATION ON ADE20K	2020-06-20
Paying more attention to snapshots of Iterative Pruning: Improving Model Compression via Ensemble Distillation \| Duong H. Le • Vo Trung Nhan • Nam Thoai	2020-06-20
End-to-end deep metamodeling to calibrate and optimize energy loads Max Cohen • Maurice Charbit • Sylvain Le Corff • Marius Preda • Gilles Nozière	2020-06-19
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems Panayotis Mertikopoulos • Nadav Hallak • Ali Kavis • Volkan Cevher	2020-06-19
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing Szu-Wei Fu • Chien-Feng Liao • Tsun-An Hsieh • Kuo-Hsuan Hung • Syu-Siang Wang • Cheng Yu • Heng-Cheng Kuo • Ryandhimas E. Zezario • You-Jin Li • Shang-Yi Chuang • Yen-Ju Lu • Yu Tsao	2020-06-18
Multi-branch Attentive Transformer \| Yang Fan • Shufang Xie • Yingce Xia • Lijun Wu • Tao Qin • Xiang-Yang Li • Tie-Yan Liu # 2 MACHINE TRANSLATION ON IWSLT2014 GERMAN-ENGLISH	2020-06-18
I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths \| Hyoungwook Nam • Seung Byum Seo • Vikram Sharma Mailthody • Noor Michael • Lan Li	2020-06-18
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao Zhao • Mohammad Saleh • Peter J. Liu	2020-06-18
Sparse GPU Kernels for Deep Learning Trevor Gale • Matei Zaharia • Cliff Young • Erich Elsen	2020-06-18
Effective Formal Verification of Neural Networks using the Geometry of Linear Regions Haitham Khedr • James Ferlez • Yasser Shoukry	2020-06-18
SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic Qiang Yang • Hind Alamro • Somayah Albaradei • Adil Salhi • Xiaoting Lv • Changsheng Ma • Manal Alshehri • Inji Jaber • Faroug Tifratene • Wei Wang • Takashi Gojobori • Carlos M. Duarte • Xin Gao • Xiangliang Zhang	2020-06-18
Reducing Estimation Bias via Weighted Delayed Deep Deterministic Policy Gradient Qiang He • Xinwen Hou	2020-06-18
Neural Graphics Pipeline for Controllable Image Generation Xuelin Chen • Daniel Cohen-Or • Baoquan Chen • Niloy J. Mitra	2020-06-18
DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset Soumick Chatterjee • Kartik Prabhu • Mahantesh Pattadkal • Gerda Bortsova • Florian Dubost • Hendrik Mattern • Marleen de Bruijne • Oliver Speck • Andreas Nürnberger	2020-06-18
Differentiable Augmentation for Data-Efficient GAN Training \| Shengyu Zhao • Zhijian Liu • Ji Lin • Jun-Yan Zhu • Song Han # 3 IMAGE GENERATION ON CIFAR-10	2020-06-18
Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers Pallav Kumar Bera • Can Isik	2020-06-17
Automatically Ranked Russian Paraphrase Corpus for Text Generation Vadim Gudkov • Olga Mitrofanova • Elizaveta Filippskikh	2020-06-17
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian • Zhecan Wang • Haoxuan You • Shih-Fu Chang	2020-06-17
Big Self-Supervised Models are Strong Semi-Supervised Learners \| Ting Chen • Simon Kornblith • Kevin Swersky • Mohammad Norouzi • Geoffrey Hinton # 1 SEMI-SUPERVISED IMAGE CLASSIFICATION ON IMAGENET - 10% LABELED DATA	2020-06-17
Fine-Grained Stochastic Architecture Search Shraman Ray Chaudhuri • Elad Eban • Hanhan Li • Max Moroz • Yair Movshovitz-Attias	2020-06-17
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs Nicolae-Cătălin Ristea • Radu Tudor Ionescu	2020-06-17
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments \| Mathilde Caron • Ishan Misra • Julien Mairal • Priya Goyal • Piotr Bojanowski • Armand Joulin # 4 SELF-SUPERVISED IMAGE CLASSIFICATION ON IMAGENET	2020-06-17
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs Martin Schmitt • Leonardo F. R. Ribeiro • Philipp Dufter • Iryna Gurevych • Hinrich Schütze	2020-06-16
SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness Mohammadamin Tavakoli • Forest Agostinelli • Pierre Baldi	2020-06-16
Minimum Width for Universal Approximation Sejun Park • Chulhee Yun • Jaeho Lee • Jinwoo Shin	2020-06-16
Counterexample-Guided Learning of Monotonic Neural Networks \| Aishwarya Sivaraman • Golnoosh Farnadi • Todd Millstein • Guy Van den Broeck	2020-06-16
Directional Pruning of Deep Neural Networks \| Shih-Kang Chao • Zhanyu Wang • Yue Xing • Guang Cheng	2020-06-16
Improving accuracy and speeding up Document Image Classification through parallel systems Javier Ferrando • Juan Luis Dominguez • Jordi Torres • Raul Garcia • David Garcia • Daniel Garrido • Jordi Cortada • Mateo Valero	2020-06-16
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs Aditya Rajagopal • Diederik Adriaan Vink • Stylianos I. Venieris • Christos-Savvas Bouganis	2020-06-16
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning Jie An • Tao Li • Haozhi Huang • Li Shen • Xuan Wang • Yongyi Tang • Jinwen Ma • Wei Liu • Jiebo Luo	2020-06-16
A Study of Compositional Generalization in Neural Models Tim Klinger • Dhaval Adjodah • Vincent Marois • Josh Joseph • Matthew Riemer • Alex 'Sandy' Pentland • Murray Campbell	2020-06-16
Intriguing generalization and simplicity of adversarially trained neural networks Chirag Agarwal • Peijie Chen • Anh Nguyen	2020-06-16
Gradient Amplification: An efficient way to train deep neural networks Sunitha Basodi • Chunyan Ji • Haiping Zhang • Yi Pan	2020-06-16
Adversarial representation learning for private speech generation \| David Ericsson • Adam Östberg • Edvin Listo Zec • John Martinsson • Olof Mogren	2020-06-16
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning \| Arman Haghanifar • Mahdiyar Molahasani Majdabadi • Younhee Choi • S. Deivalakshmi • Seokbum Ko # 1 PNEUMONIA DETECTION ON COVID-19 CXR DATASET	2020-06-16
Globally Injective ReLU Networks Michael Puthawala • Konik Kothari • Matti Lassas • Ivan Dokmanić • Maarten de Hoop	2020-06-15
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese \| Yuying Ye • Antonio Toral	2020-06-15
On the Multi-Property Extraction and Beyond Tomasz Dwojak • Michał Pietruszka • Łukasz Borchmann • Filip Graliński • Jakub Chłędowski	2020-06-15
Exploration of End-to-End ASR for OpenSTT -- Russian Open Speech-to-Text Dataset Andrei Andrusenko • Aleksandr Laptev • Ivan Medennikov	2020-06-15
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement Do-Guk Kim • Heung-Chang Lee	2020-06-15
Neural Networks Fail to Learn Periodic Functions and How to Fix It Liu Ziyin • Tilman Hartwig • Masahito Ueda	2020-06-15
An online evolving framework for advancing reinforcement-learning based automated vehicle control Teawon Han • Subramanya Nageshrao • Dimitar P. Filev • Umit Ozguner	2020-06-15
CryptoNAS: Private Inference on a ReLU Budget Zahra Ghodsi • Akshaj Veldanda • Brandon Reagen • Siddharth Garg	2020-06-15
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Nicholas Trieu • Sebastian Goodman • Pradyumna Narayana • Kazoo Sone • Radu Soricut	2020-06-15
Understanding Global Loss Landscape of One-hidden-layer ReLU Networks, Part 2: Experiments and Analysis Bo Liu	2020-06-15
A study of the effect of the illumination model on the generation of synthetic training datasets Xin Zhang • Ning Jia • Ioannis Ivrissimtzis	2020-06-15
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction \| Tong He • John Collomosse • Hailin Jin • Stefano Soatto	2020-06-15
Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient Ankit Pensia • Shashank Rajput • Alliot Nagle • Harit Vishwakarma • Dimitris Papailiopoulos	2020-06-14
Global Convergence of Sobolev Training for Overparametrized Neural Networks Jorio Cocola • Paul Hand	2020-06-14
Entropic gradient descent algorithms and wide flat minima Fabrizio Pittorino • Carlo Lucibello • Christoph Feinauer • Enrico M. Malatesta • Gabriele Perugini • Carlo Baldassi • Matteo Negri • Elizaveta Demyanenko • Riccardo Zecchina	2020-06-14
2D Image Relighting with Image-to-Image Translation \| Paul Gafton • Erick Maraz	2020-06-14
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya Abrhalei Tela • Abraham Woubie • Ville Hautamaki	2020-06-13
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search Helia Hashemi • Hamed Zamani • W. Bruce Croft	2020-06-13
Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E) Zhiwu Qing • Xiang Wang • Yongpeng Sang • Changxin Gao • Shiwei Zhang • Nong Sang	2020-06-13
Modelling High-Level Mathematical Reasoning in Mechanised Declarative Proofs Wenda Li • Lei Yu • Yuhuai Wu • Lawrence C. Paulson	2020-06-13
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks Lili Wang • Ruibo Liu • Soroush Vosoughi	2020-06-13
Split-Merge Pooling Omid Hosseini Jafari • Carsten Rother	2020-06-13
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning \| Jean-Bastien Grill • Florian Strub • Florent Altché • Corentin Tallec • Pierre H. Richemond • Elena Buchatskaya • Carl Doersch • Bernardo Avila Pires • Zhaohan Daniel Guo • Mohammad Gheshlaghi Azar • Bilal Piot • Koray Kavukcuoglu • Rémi Munos • Michal Valko # 2 SELF-SUPERVISED IMAGE CLASSIFICATION ON IMAGENET	2020-06-13
GIPFA: Generating IPA Pronunciation from Audio \| Xavier Marjou	2020-06-13
Comparing Natural Language Processing Techniques for Alzheimer's Dementia Prediction in Spontaneous Speech Thomas Searle • Zina Ibrahim • Richard Dobson	2020-06-12
Implicit bias of gradient descent for mean squared error regression with wide neural networks Hui Jin • Guido Montúfar	2020-06-12
Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences Marissa A. Weis • Kashyap Chitta • Yash Sharma • Wieland Brendel • Matthias Bethge • Andreas Geiger • Alexander S. Ecker	2020-06-12
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks Katsuhiko Ishiguro • Kenta Oono • Kohei Hayashi	2020-06-12
On Correctness of Automatic Differentiation for Non-Differentiable Functions Wonyeol Lee • Hangyeol Yu • Xavier Rival • Hongseok Yang	2020-06-12
Human and Multi-Agent collaboration in a human-MARL teaming framework Neda Navidi • Francois Chabot • Sagar Kurandwad • Irv Lustigman • Vincent Robert • Gregory Szriftgiser • Andrea Schuch	2020-06-12
Continuous Control for Searching and Planning with a Learned Model Xuxi Yang • Werner Duvaud • Peng Wei	2020-06-12
Directional convergence and alignment in deep learning Ziwei Ji • Matus Telgarsky	2020-06-11
Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning \| Ruozi Huang • Huang Hu • Wei Wu • Kei Sawada • Mi Zhang	2020-06-11
Optimization Theory for ReLU Neural Networks Trained with Normalization Layers Yonatan Dukler • Quanquan Gu • Guido Montúfar	2020-06-11
FastPitch: Parallel Text-to-speech with Pitch Prediction Adrian Łańcucki	2020-06-11
Tangent Space Sensitivity and Distribution of Linear Regions in ReLU Networks Bálint Daróczy	2020-06-11
On the Tightness of Semidefinite Relaxations for Certifying Robustness to Adversarial Examples Richard Y. Zhang	2020-06-11
On the asymptotics of wide networks with polynomial activations Kyle Aitken • Guy Gur-Ari	2020-06-11
Neural Path Features and Neural Path Kernel : Understanding the role of gates in deep learning Chandrashekar Lakshminarayanan • Amit Vikram Singh	2020-06-11
Privacy-Aware Activity Classification from First Person Office Videos Partho Ghosh • Md. Abrar Istiak • Nayeeb Rashid • Ahsan Habib Akash • Ridwan Abrar • Ankan Ghosh Dastider • Asif Shahriyar Sushmit • Taufiq Hasan	2020-06-11
Rethinking Pre-training and Self-training \| Barret Zoph • Golnaz Ghiasi • Tsung-Yi Lin • Yin Cui • Hanxiao Liu • Ekin D. Cubuk • Quoc V. Le # 1 SEMANTIC SEGMENTATION ON PASCAL VOC 2012 VAL	2020-06-11
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification Neil Vaughan • Bogdan Gabrys	2020-06-11
Training Generative Adversarial Networks with Limited Data \| Tero Karras • Miika Aittala • Janne Hellsten • Samuli Laine • Jaakko Lehtinen • Timo Aila	2020-06-11
DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images Pin Tang • Chen Zu • Mei Hong • Rui Yan • Xingchen Peng • Jianghong Xiao • Xi Wu • Jiliu Zhou • Luping Zhou • Yan Wang	2020-06-11
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape? Lifu Wang • Bo Shen • Ning Zhao • Zhiyuan Zhang	2020-06-10
All Local Minima are Global for Two-Layer ReLU Neural Networks: The Hidden Convex Optimization Landscape Jonathan Lacotte • Mert Pilanci	2020-06-10
Extrapolation for Large-batch Training in Deep Learning Tao Lin • Lingjing Kong • Sebastian U. Stich • Martin Jaggi	2020-06-10
Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges Yu Tian • Gaofeng Pan • Mohamed-Slim Alouini	2020-06-10
Interpolation between Residual and Non-Residual Networks \| Zonghan Yang • Yang Liu • Chenglong Bao • Zuoqiang Shi	2020-06-10
Approximating Lipschitz continuous functions with GroupSort neural networks Ugo Tanielian • Maxime Sangnier • Gerard Biau	2020-06-09
Graph-Aware Transformer: Is Attention All Graphs Need? Sanghyun Yoo • Young-Seok Kim • Kang Hyun Lee • Kuhwan Jeong • Junhwi Choi • Hoshik Lee • Young Sang Choi	2020-06-09
HausaMT v1.0: Towards English-Hausa Neural Machine Translation Adewale Akinfaderin	2020-06-09
In Proximity of ReLU DNN, PWA Function, and Explicit MPC Saman Fahandezh-Saadi • Masayoshi Tomizuka	2020-06-09
Bombus Species Image Classification Venkat Margapuri • George Lavezzi • Robert Stewart • Dan Wagner	2020-06-09
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images? Weixing Liu • Jun Liu • Bin Luo	2020-06-09
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping Naoto Yokoya • Kazuki Yamanoi • Wei He • Gerald Baier • Bruno Adriano • Hiroyuki Miura • Satoru Oishi	2020-06-09
Modeling Discourse Structure for Document-level Neural Machine Translation Junxuan Chen • Xiang Li • Jiarui Zhang • Chulun Zhou • Jianwei Cui • Bin Wang • Jinsong Su	2020-06-08
MultiSpeech: Multi-Speaker Text to Speech with Transformer Mingjian Chen • Xu Tan • Yi Ren • Jin Xu • Hao Sun • Sheng Zhao • Tao Qin	2020-06-08
ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing Théo Ryffel • David Pointcheval • Francis Bach	2020-06-08
A Variational View on Bootstrap Ensembles as Bayesian Inference Dimitrios Milios • Pietro Michiardi • Maurizio Filippone	2020-06-08
Learning to Count Words in Fluent Speech enables Online Speech Recognition \| George Sterpu • Christian Saam • Naomi Harte	2020-06-08
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers Tim Z. Xiao • Aidan N. Gomez • Yarin Gal	2020-06-08
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression Yin-Bo Liu • Ming Zeng • Qing-Hao Meng	2020-06-08
Learning disconnected manifolds: a no GANs land Ugo Tanielian • Thibaut Issenhuth • Elvis Dohmatob • Jeremie Mary	2020-06-08
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution Pravendra Singh • Pratik Mazumder • Vinay P. Namboodiri	2020-06-08
Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models \| Andrey Voynov • Stanislav Morozov • Artem Babenko	2020-06-08
A Framework for Neural Network Pruning Using Gibbs Distributions Alex Labach • Shahrokh Valaee	2020-06-08
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection \| Xiang Li • Wenhai Wang • Lijun Wu • Shuo Chen • Xiaolin Hu • Jun Li • Jinhui Tang • Jian Yang # 15 OBJECT DETECTION ON COCO TEST-DEV	2020-06-08
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations \| Jeya Maria Jose • Vishwanath Sindagi • Ilker Hacihaliloglu • Vishal M. Patel	2020-06-08
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation \| Debesh Jha • Michael A. Riegler • Dag Johansen • Pål Halvorsen • Håvard D. Johansen # 1 MEDICAL IMAGE SEGMENTATION ON 2015 MICCAI POLYP DETECTION	2020-06-08
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images Abtin Riasatian • Maral Rasoolijaberi • Morteza Babaei • H. R. Tizhoosh	2020-06-08
Learning Texture Transformer Network for Image Super-Resolution \| Fuzhi Yang • Huan Yang • Jianlong Fu • Hongtao Lu • Baining Guo	2020-06-07
Sharp Representation Theorems for ReLU Networks with Precise Dependence on Depth Guy Bresler • Dheeraj Nagaraj	2020-06-07
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks \| Hojjat Salehinejad • Shahrokh Valaee	2020-06-07
Realistic text replacement with non-uniform style conditioning Arseny Nerinovsky • Igor Buzhinsky • Andey Filchencov	2020-06-07
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture Da-Yi Wu • Yen-Hao Chen • Hung-Yi Lee	2020-06-07
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images Mete Ahishali • Aysen Degerli • Mehmet Yamac • Serkan Kiranyaz • Muhammad E. H. Chowdhury • Khalid Hameed • Tahir Hamid • Rashid Mazhar • Moncef Gabbouj	2020-06-07
Challenges and Thrills of Legal Arguments Anurag Pallaprolu • Radha Vaidya • Aditya Swaroop Attawar	2020-06-06
A Robust Attentional Framework for License Plate Recognition in the Wild Linjiang Zhang • Peng Wang • Hui Li • Zhen Li • Chunhua Shen • Yanning Zhang	2020-06-06
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion Peng-Shuai Wang • Yang Liu • Xin Tong	2020-06-06
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers Krzysztof Choromanski • Valerii Likhosherstov • David Dohan • Xingyou Song • Jared Davis • Tamas Sarlos • David Belanger • Lucy Colwell • Adrian Weller	2020-06-05
GMAT: Global Memory Augmentation for Transformers \| Ankit Gupta • Jonathan Berant	2020-06-05
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing \| Zihang Dai • Guokun Lai • Yiming Yang • Quoc V. Le # 4 READING COMPREHENSION ON RACE	2020-06-05
Discovering Parametric Activation Functions Garrett Bingham • Risto Miikkulainen	2020-06-05
Overcoming the Curse of Dimensionality in Density Estimation with Mixed Sobolev GANs Liang Ding • Rui Tuo • Shahin Shahrampour	2020-06-05
An Overview of Neural Network Compression James O' Neill	2020-06-05
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning Robert Müller • Fabian Ritz • Steffen Illium • Claudia Linnhoff-Popien	2020-06-05
Visual Transformers: Token-based Image Representation and Processing for Computer Vision Bichen Wu • Chenfeng Xu • Xiaoliang Dai • Alvin Wan • Peizhao Zhang • Masayoshi Tomizuka • Kurt Keutzer • Peter Vajda	2020-06-05
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks Iñigo Azqueta-Gavaldon • Florian Fröhlich • Klaus Strobl • Rudolph Triebel	2020-06-05
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection Fan Yang • Xiao Xiao	2020-06-05
End-to-End Speech-Translation with Knowledge Distillation: [email protected] Marco Gaido • Mattia Antonino Di Gangi • Matteo Negri • Marco Turchi	2020-06-04
Network size and weights size for memorization with two-layers neural networks Sébastien Bubeck • Ronen Eldan • Yin Tat Lee • Dan Mikulincer	2020-06-04
Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units Vijay Pandey	2020-06-04
CiwGAN and fiwGAN: Encoding information in acoustic data to model lexical learning with Generative Adversarial Networks Gašper Beguš	2020-06-04
Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images Taimur Hassan • Muhammad Usman Akram • Naoufel Werghi	2020-06-04
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE \| Juntang Zhuang • Nicha Dvornek • Xiaoxiao Li • Sekhar Tatikonda • Xenophon Papademetris • James Duncan	2020-06-03
Rényi Generative Adversarial Networks Himesh Bhatia • William Paul • Fady Alajaji • Bahman Gharesifard • Philippe Burlina	2020-06-03
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior Ethan Gotlieb Wilcox • Jon Gauthier • Jennifer Hu • Peng Qian • Roger Levy	2020-06-02
Subjective Question Answering: Deciphering the inner workings of Transformers in the realm of subjectivity Lukas Muttenthaler	2020-06-02
A heterogeneous branch and multi-level classification network for person re-identification Jiabao Wang • Yang Li • Yangshuo Zhang • Zhuang Miao • Rui Zhang	2020-06-02
Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields Genta Kobayashi • Hayaru Shouno	2020-06-02
Grafted network for person re-identification Jiabao Wang • Yang Li • Shanshan Jiao • Zhuang Miao • Rui Zhang	2020-06-02
Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English Maha Elbayad • Michael Ustaszewski • Emmanuelle Esperança-Rodier • Francis Brunet Manquat • Laurent Besacier	2020-06-01
On the Number of Linear Regions of Convolutional Neural Networks H. Xiong • L. Huang • M. Yu • L. Liu • F. Zhu • L. Shao	2020-06-01
The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks \| Itay Safran • Gilad Yehudai • Ohad Shamir	2020-06-01
Context-based Transformer Models for Answer Sentence Selection Ivano Lauriola • Alessandro Moschitti	2020-06-01
Unsupervised Sparse-view Backprojection via Convolutional and Spatial Transformer Networks Xueqing Liu • Paul Sajda	2020-06-01
Image Search With Text Feedback by Visiolinguistic Attention Learning \| Yanbei Chen • Shaogang Gong • Loris Bazzani	2020-06-01
Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation Lingjing Wang • Xiang Li • Yi Fang	2020-06-01
RDCFace: Radial Distortion Correction for Face Recognition He Zhao • Xianghua Ying • Yongjie Shi • Xin Tong • Jingsi Wen • Hongbin Zha	2020-06-01
ActBERT: Learning Global-Local Video-Text Representations Linchao Zhu • Yi Yang	2020-06-01
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection Chenhan Jiang • Hang Xu • Wei Zhang • Xiaodan Liang • Zhenguo Li	2020-06-01
Residual Squeeze-and-Excitation Network for Fast Image Deraining Jun Fu • Jianfeng Xu • Kazuyuki Tasaka • Zhibo Chen	2020-06-01
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge \| Anshuman Suri • Mayank Vatsa • Richa Singh # 1 HETEROGENEOUS FACE RECOGNITION ON DISGUISED FACES IN THE WILD 2019	2020-06-01
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach Albara Ah Ramli • Rex Liu • Rahul Krishnamoorthy • Vishal I B • Xiaoxiao Wang • Ilias Tagkopoulos • Xin Liu	2020-06-01
How Does Noise Help Robustness? Explanation and Exploration under the Neural SDE Framework Xuanqing Liu • Tesi Xiao • Si Si • Qin Cao • Sanjiv Kumar • Cho-Jui Hsieh	2020-06-01
Distilling Image Dehazing With Heterogeneous Task Imitation Ming Hong • Yuan Xie • Cuihua Li • Yanyun Qu	2020-06-01
VOLDOR: Visual Odometry From Log-Logistic Dense Optical Flow Residuals \| Zhixiang Min • Yiding Yang • Enrique Dunn	2020-06-01
Correlation-Guided Attention for Corner Detection Based Visual Tracking Fei Du • Peng Liu • Wei Zhao • Xianglong Tang	2020-06-01
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer Yerlan Idelbayev • Miguel A. Carreira-Perpinan	2020-06-01
An End-to-End Edge Aggregation Network for Moving Object Segmentation Prashant W. Patil • Kuldeep M. Biradar • Akshay Dudhane • Subrahmanyam Murala	2020-06-01
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schonfeld • Bernt Schiele • Anna Khoreva	2020-06-01
SegGCN: Efficient 3D Point Cloud Segmentation With Fuzzy Spherical Kernel Huan Lei • Naveed Akhtar • Ajmal Mian	2020-06-01
Interactive Object Segmentation With Inside-Outside Guidance \| Shiyin Zhang • Jun Hao Liew • Yunchao Wei • Shikui Wei • Yao Zhao	2020-06-01
Disparity-Aware Domain Adaptation in Stereo Image Restoration Bo Yan • Chenxi Ma • Bahetiyaer Bare • Weimin Tan • Steven C. H. Hoi	2020-06-01
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning \| Zhewei Yao • Amir Gholami • Sheng Shen • Kurt Keutzer • Michael W. Mahoney	2020-06-01
Unpaired Portrait Drawing Generation via Asymmetric Cycle Mapping Ran Yi • Yong-Jin Liu • Yu-Kun Lai • Paul L. Rosin	2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net \| Hyeong-Seok Choi • Hoon Heo • Jie Hwan Lee • Kyogu Lee # 1 SPEECH DEREVERBERATION ON WHAMR!	2020-06-01
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning Rajaswa Patil • Somesh Singh • Swati Agarwal	2020-05-31
CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-Attention Weights based Counterfactual Detection Rajaswa Patil • Veeky Baths	2020-05-31
Neural Networks with Small Weights and Depth-Separation Barriers Gal Vardi • Ohad Shamir	2020-05-31
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture Yura Zharkovsky • Ovadya Menadeva	2020-05-31
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation Ange Lou • Shuyue Guan • Murray Loew	2020-05-31
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction J. D. Bodapati • N. Veeranjaneyulu • S. N. Shareef • S. Hakak • M. Bilal • P. K. R. Maddikunta • O. Jo	2020-05-30
Generalizing Random Fourier Features via Generalized Measures Fanghui Liu • Xiaolin Huang • Yingyi Chen • Johan A. K. Suykens	2020-05-30
Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network Md. Moshiur Rahman • Samrat Kumar Dey • Kabid Hassan Shibly	2020-05-30
Reconstructing undersampled photoacoustic microscopy images using deep learning Anthony DiSpirito III • Daiwei Li • Tri Vu • Maomao Chen • Dong Zhang • Jianwen Luo • Roarke Horstmeyer • Junjie Yao	2020-05-30
CLARINET: A RISC-V Based Framework for Posit Arithmetic Empiricism Riya Jain • Niraj Sharma • Farhad Merchant • Sachin Patkar • Rainer Leupers	2020-05-30
First Neural Conjecturing Datasets and Experiments Josef Urban • Jan Jakubův	2020-05-29
Agnostic Learning of a Single Neuron with Gradient Descent Spencer Frei • Yuan Cao • Quanquan Gu	2020-05-29
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation Qiufu Li • Linlin Shen	2020-05-29
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks Gabriel García • Rocío del Amor • Adrián Colomer • Valery Naranjo	2020-05-29
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study Luyao Shi • Deepta Rajan • Shafiq Abedin • Manikanta Srikar Yellapragada • David Beymer • Ehsan Dehghan	2020-05-29
SNR-based teachers-student technique for speech enhancement Xiang Hao • Xiangdong Su • Zhiyu Wang • Qiang Zhang • Huali Xu • Guanglai Gao	2020-05-29
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function Bianca Lassen-Schmidt • Alessa Hering • Stefan Krass • Hans Meine	2020-05-29
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing \| Hanrui Wang • Zhanghao Wu • Zhijian Liu • Han Cai • Ligeng Zhu • Chuang Gan • Song Han	2020-05-28
Variational Neural Machine Translation with Normalizing Flows Hendra Setiawan • Matthias Sperber • Udhay Nallasamy • Matthias Paulik	2020-05-28
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking Thibault Févry • Nicholas FitzGerald • Livio Baldini Soares • Tom Kwiatkowski	2020-05-28
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification Danilo Avola • Luigi Cinque • Alessio Fagioli • Sebastiano Filetti • Giorgio Grani • Emanuele Rodolà	2020-05-28
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs Behnam Pourghassemi • Chenghao Zhang • Joo Hwan Lee • Aparna Chandramowlishwaran	2020-05-28
General-Purpose User Embeddings based on Mobile App Usage \| Junqi Zhang • Bing Bai • Ye Lin • Jian Liang • Kun Bai • Fei Wang	2020-05-27
SSM-Net for Plants Disease Identification in Low Data Regime Shruti Jadon	2020-05-27
Permutation Matters: Anisotropic Convolutional Layer for Learning on Point Clouds \| Zhongpai Gao • Guangtao Zhai • Junchi Yan • Xiaokang Yang	2020-05-27
Approximating periodic functions and solving differential equations using a novel type of Fourier Neural Networks Marieme Ngom • Oana Marin	2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models Shahbaz Rezaei • Xin Liu	2020-05-27
GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Pixel Labeling \| Zhuoying Wang • Yongtao Wang • Zhi Tang • Yangyan Li • Ying Chen • Haibin Ling • Weisi Lin	2020-05-27
CLOCS: Contrastive Learning of Cardiac Signals Dani Kiyasseh • Tingting Zhu • David A. Clifton	2020-05-27
Network Fusion for Content Creation with Conditional INNs Robin Rombach • Patrick Esser • Björn Ommer	2020-05-27
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings Lasse Hansen • Mattias P. Heinrich	2020-05-27
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images Damien Grosgeorge • Maxime Arbelot • Alex Goupilleau • Tugdual Ceillier • Renaud Allioux	2020-05-27
End-to-End Object Detection with Transformers \| Nicolas Carion • Francisco Massa • Gabriel Synnaeve • Nicolas Usunier • Alexander Kirillov • Sergey Zagoruyko # 2 PANOPTIC SEGMENTATION ON COCO PANOPTIC	2020-05-26
Approximation Schemes for ReLU Regression Ilias Diakonikolas • Surbhi Goel • Sushrut Karmalkar • Adam R. Klivans • Mahdi Soltanolkotabi	2020-05-26
GECToR -- Grammatical Error Correction: Tag, Not Rewrite \| Kostiantyn Omelianchuk • Vitaliy Atrasevych • Artem Chernodub • Oleksandr Skurzhanskyi # 1 GRAMMATICAL ERROR CORRECTION ON BEA-2019 (TEST)	2020-05-26
Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities Ben Goertzel • Andres Suarez Madrigal • Gino Yu	2020-05-26
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition Lei Kang • Pau Riba • Marçal Rusiñol • Alicia Fornés • Mauricio Villegas	2020-05-26
Perceptual Extreme Super Resolution Network with Receptive Field Block Taizhang Shang • Qiuju Dai • Shengchen Zhu • Tong Yang • Yandong Guo	2020-05-26
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning \| Leslie Ching Ow Tiong • Jeongrae Kim • Sang Soo Han • Donghun Kim	2020-05-26
Deep Learning Models for Automatic Summarization Pirmin Lemberger	2020-05-25
Approximation in shift-invariant spaces with deep ReLU neural networks Yunfei Yang • Yang Wang	2020-05-25
Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications Jiaye Lin • Yuze Zou • Xiaoru Dong • Shimin Gong • Dinh Thai Hoang • Dusit Niyato	2020-05-25
Fractional moment-preserving initialization schemes for training fully-connected neural networks Mert Gurbuzbalaban • Yuanhan Hu	2020-05-25
The Unreasonable Volatility of Neural Machine Translation Models \| Marzieh Fadaee • Christof Monz	2020-05-25
Egocentric Human Segmentation for Mixed Reality Andrija Gajic • Ester Gonzalez-Sosa • Diego Gonzalez-Morin • Marcos Escudero-Viñolo • Alvaro Villegas	2020-05-25
Identity-Preserving Realistic Talking Face Generation Sanjana Sinha • Sandika Biswas • Brojeshwar Bhowmick	2020-05-25
The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile Konstantin Dobratulin • Andrey Gaidel • Irina Aupova • Anna Ivleva • Aleksandr Kapishnikov • Pavel Zelter	2020-05-25
Adversarial NLI for Factual Correctness in Text Summarisation Models Mario Barrantes • Benedikt Herudek • Richard Wang	2020-05-24
Devising Malware Characterstics using Transformers Simra Shahid • Tanmay Singh • Yash Sharma • Kapil Sharma	2020-05-23
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI Anas Tahir • Yazan Qiblawey • Amith Khandakar • Tawsifur Rahman • Uzair Khurshid • Farayi Musharavati • M. T. Islam • Serkan Kiranyaz • Muhammad E. H. Chowdhury	2020-05-23
Character-level Transformer-based Neural Machine Translation Nikolay Banar • Walter Daelemans • Mike Kestemont	2020-05-22
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field • Sascha Rothe • Simon Baumgartner • Cong Yu • Abe Ittycheriah	2020-05-22
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection Danni Liu • Gerasimos Spanakis • Jan Niehues	2020-05-22
Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media Xiangjue Dong • Changmao Li • Jinho D. Choi	2020-05-22
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net Amartya Kalapahar • Julio Silva-Rodríguez • Adrián Colomer • Fernando López-Mir • Valery Naranjo	2020-05-22
Can Shallow Neural Networks Beat the Curse of Dimensionality? A mean field training perspective Stephan Wojtowytsch • Weinan E	2020-05-21
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition Haoneng Luo • Shiliang Zhang • Ming Lei • Lei Xie	2020-05-21
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning Zhiping Zeng • Van Tung Pham • Haihua Xu • Yerbolat Khassanov • Eng Siong Chng • Chongjia Ni • Bin Ma	2020-05-21
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality Prudhvi Thirumalaraju • Manoj Kumar Kanakasabapathy • Charles L Bormann • Raghav Gupta • Rohan Pooniwala • Hemanth Kandula • Irene Souter • Irene Dimitriadis • Hadi Shafiee	2020-05-21
TASO: Time and Space Optimization for Memory-Constrained DNN Inference Yuan Wen • Andrew Anderson • Valentin Radu • Michael F. P. O'Boyle • David Gregg	2020-05-21
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation Kelei He • Chunfeng Lian • Bing Zhang • Xin Zhang • Xiaohuan Cao • Dong Nie • Yang Gao • Junfeng Zhang • Dinggang Shen	2020-05-21
Applying the Transformer to Character-level Transduction Shijie Wu • Ryan Cotterell • Mans Hulden	2020-05-20
Feature Purification: How Adversarial Training Performs Robust Deep Learning Zeyuan Allen-Zhu • Yuanzhi Li	2020-05-20
Relative Positional Encoding for Speech Recognition and Direct Translation Ngoc-Quan Pham • Thanh-Le Ha • Tuan-Nam Nguyen • Thai-Son Nguyen • Elizabeth Salesky • Sebastian Stueker • Jan Niehues • Alexander Waibel	2020-05-20
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy Natalia Shepeleva • Werner Zellinger • Michal Lewandowski • Bernhard Moser	2020-05-20
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition Dongwei Jiang • Wubo Li • Ruixiong Zhang • Miao Cao • Ne Luo • Yang Han • Wei Zou • Xiangang Li	2020-05-20
A modified deep convolutional neural network for detecting COVID-19 and pneumonia from chest X-ray images based on the concatenation of Xception and ResNet50V2 \| Rahimzadeh • Mohammad; Attar • Abolfazl	2020-05-20
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks Naveen Panwar • Tarun Tater • Anush Sankaran • Senthil Mani	2020-05-20
Classification of Industrial Control Systems screenshots using Transfer Learning Pablo Blanco Medina • Eduardo Fidalgo Fernandez • Enrique Alegre • Francisco Jáñez Martino • Roberto A. Vasco-Carofilis • Víctor Fidalgo Villar	2020-05-20
Attention-based network for low-light image enhancement Cheng Zhang • Qingsen Yan • Yu zhu • Xianjun Li • Jinqiu Sun • Yanning Zhang	2020-05-20
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis Yusuke Yasuda • Xin Wang • Junichi Yamagishi	2020-05-20
Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images \| Talha Anwar • Seemab Zakir	2020-05-20
Map Generation from Large Scale Incomplete and Inaccurate Data Labels Rui Zhang • Conrad Albrecht • Wei Zhang • Xiaodong Cui • Ulrich Finkler • David Kung • Siyuan Lu	2020-05-20
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images Yixing Huang • Alexander Preuhs • Michael Manhart • Guenter Lauritsch • Andreas Maier	2020-05-20
Comparing Transformers and RNNs on predicting human sentence processing data Danny Merkx • Stefan L. Frank	2020-05-19
Should we hard-code the recurrence concept or learn it instead ? Exploring the Transformer architecture for Audio-Visual Speech Recognition \| George Sterpu • Christian Saam • Naomi Harte	2020-05-19
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt Hangyu Lin • Yanwei Fu • Yu-Gang Jiang • Xiangyang Xue	2020-05-19
Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction \| Andreas Eitel • Nico Hauff • Wolfram Burgard	2020-05-19
Exploring Transformers for Large-Scale Speech Recognition Liang Lu • Changliang Liu • Jinyu Li • Yifan Gong	2020-05-19
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models Martin Kotuliak • Sandro E. Schoenborn • Andrei Dan	2020-05-19
Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning Zhenhui Ye • Yining Chen • Guanghua Song • Bowei Yang • Shen Fan	2020-05-19
Medical Image Generation using Generative Adversarial Networks Nripendra Kumar Singh • Khalid Raza	2020-05-19
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection Rituparna Sarkar • Suvadip Mukherjee • Elisabeth Labruyère • Jean-Christophe Olivo-Marin	2020-05-19
A Transformer-based Embedding Model for Personalized Product Search Keping Bi • Qingyao Ai • W. Bruce Croft	2020-05-18
Efficient Wait-k Models for Simultaneous Machine Translation Maha Elbayad • Laurent Besacier • Jakob Verbeek	2020-05-18
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu • Xiao Ma • Jiawei Ren • Haiyu Zhao • Shuai Yi	2020-05-18
Many-to-Many Voice Transformer Network Hirokazu Kameoka • Wen-Chin Huang • Kou Tanaka • Takuhiro Kaneko • Nobukatsu Hojo • Tomoki Toda	2020-05-18
GPT-too: A language-model-first approach for AMR-to-text generation \| Manuel Mager • Ramon Fernandez Astudillo • Tahira Naseem • Md Arafat Sultan • Young-Suk Lee • Radu Florian • Salim Roukos # 2 AMR-TO-TEXT GENERATION ON LDC2017T10	2020-05-18
Weak-Attention Suppression For Transformer Based Speech Recognition Yangyang Shi • Yongqiang Wang • Chunyang Wu • Christian Fuegen • Frank Zhang • Duc Le • Ching-Feng Yeh • Michael L. Seltzer	2020-05-18
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi • Shinji Watanabe • Nanxin Chen • Tetsuji Ogawa • Tetsunori Kobayashi	2020-05-18
Joint Multi-Dimension Pruning Zechun Liu • Xiangyu Zhang • Zhiqiang Shen • Zhe Li • Yichen Wei • Kwang-Ting Cheng • Jian Sun	2020-05-18
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates Gengyan Zhao • Fang Liu • Jonathan A. Oler • Mary E. Meyerand • Ned H. Kalin • Rasmus M. Birn	2020-05-18
Cross-filter compression for CNN inference acceleration Fuyuan Lyu • Shien Zhu • Weichen Liu	2020-05-18
Quasi-Periodic Parallel WaveGAN Vocoder: A Non-autoregressive Pitch-dependent Dilated Convolution Model for Parametric Speech Generation Yi-Chiao Wu • Tomoki Hayashi • Takuma Okamoto • Hisashi Kawai • Tomoki Toda	2020-05-18
Tropical and Extratropical Cyclone Detection Using Deep Learning Christina Kumler-Bonfanti • Jebb Stewart • David Hall • Mark Govett	2020-05-18
A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer \| Vladimir Iashin • Esa Rahtu # 1 TEMPORAL ACTION PROPOSAL GENERATION ON ACTIVITYNET CAPTIONS	2020-05-17
Building a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie Subtitles Ben Eyal • Michael Elhadad	2020-05-17
Conformer: Convolution-augmented Transformer for Speech Recognition \| Anmol Gulati • James Qin • Chung-Cheng Chiu • Niki Parmar • Yu Zhang • Jiahui Yu • Wei Han • Shibo Wang • Zhengdong Zhang • Yonghui Wu • Ruoming Pang	2020-05-16
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong • Yelong Shen • Dian Yu • Jianshu Chen • Dong Yu	2020-05-16
Streaming Transformer-based Acoustic Models Using Self-attention with Augmented Memory Chunyang Wu • Yongqiang Wang • Yangyang Shi • Ching-Feng Yeh • Frank Zhang	2020-05-16
IntelliCode Compose: Code Generation Using Transformer Alexey Svyatkovskiy • Shao Kun Deng • Shengyu Fu • Neel Sundaresan	2020-05-16
Non-Linearities Improve OrigiNet based on Active Imaging for Micro Expression Recognition Monu Verma • Santosh Kumar Vipparthi • Girdhari Singh	2020-05-16
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition Zhengkun Tian • Jiangyan Yi • Jianhua Tao • Ye Bai • Shuai Zhang • Zhengqi Wen	2020-05-16
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter \| Martin Müller • Marcel Salathé • Per E Kummervold	2020-05-15
Neural Entity Linking on Technical Service Tickets Nadja Kurz • Felix Hamann • Adrian Ulges	2020-05-15
Finding Experts in Transformer Models Xavier Suau • Luca Zappella • Nicholas Apostoloff	2020-05-15
JDI-T: Jointly trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment Dan Lim • Won Jang • Gyeonghwan O • Hyeyeong Park • Bongwan Kim • Jesam Yoon	2020-05-15
Learning the gravitational force law and other analytic functions Atish Agarwala • Abhimanyu Das • Rina Panigrahy • Qiuyi Zhang	2020-05-15
ResMoNet: A Residual Mobile-based Network for Facial Emotion Recognition in Resource-Limited Systems Rodolfo Ferro-Pérez • Hugo Mitre-Hernandez	2020-05-15
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling Kelei He • Chunfeng Lian • Ehsan Adeli • Jing Huo • Yinghuan Shi • Yang Gao • Bing Zhang • Junfeng Zhang • Dinggang Shen	2020-05-15
ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network David Gschwend	2020-05-14
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors Michael W. Dusenberry • Ghassen Jerfel • Yeming Wen • Yi-an Ma • Jasper Snoek • Katherine Heller • Balaji Lakshminarayanan • Dustin Tran	2020-05-14
The Unstoppable Rise of Computational Linguistics in Deep Learning James Henderson	2020-05-13
The effect of Target Normalization and Momentum on Dying ReLU Isac Arnekvist • J. Frederico Carvalho • Danica Kragic • Johannes A. Stork	2020-05-13
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks Ning Zhang • Jingen Liu • Ke Wang • Dan Zeng • Tao Mei	2020-05-13
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement Minh-Chuong Huynh • Trung-Hieu Nguyen • Minh-Triet Tran	2020-05-13
Discriminative Multi-modality Speech Recognition \| Bo Xu • Cheng Lu • Yandong Guo • Jacob Wang # 3 LIPREADING ON LIP READING IN THE WILD	2020-05-12
Simultaneous paraphrasing and translation by fine-tuning Transformer models Rakesh Chada	2020-05-12
Very High Resolution Land Cover Mapping of Urban Areas at Global Scale with Convolutional Neural Networks Thomas Tilak • Arnaud Braun • David Chandler • Nicolas David • Sylvain Galopin • Amélie Lombard • Michaël Michaud • Camille Parisel • Matthieu Porte • Marjorie Robert	2020-05-12
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19 Sampa Misra • Seungwan Jeon • Seiyon Lee • Ravi Managuli • Chulhong Kim	2020-05-12
Train and Deploy an Image Classifier for Disaster Response Jianyu Mao • Kiana Harris • Nae-Rong Chang • Caleb Pennell • Yiming Ren	2020-05-12
Generalized State-Dependent Exploration for Deep Reinforcement Learning in Robotics \| Antonin Raffin • Freek Stulp # 1 CONTINUOUS CONTROL ON PYBULLET ANT	2020-05-12
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis \| Rafael Valle • Kevin Shih • Ryan Prenger • Bryan Catanzaro # 1 TEXT-TO-SPEECH SYNTHESIS ON LJSPEECH	2020-05-12
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model Baolin Peng • Chunyuan Li • Jinchao Li • Shahin Shayandeh • Lars Liden • Jianfeng Gao	2020-05-11
Hierarchical Attention Transformer Architecture For Syntactic Spell Correction Abhishek Niranjan • M Ali Basha Shaik • Kushal Verma	2020-05-11
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition Ye Bai • Jiangyan Yi • Jianhua Tao • Zhengkun Tian • Zhengqi Wen • Shuai Zhang	2020-05-11
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning \| Jie Lei • Liwei Wang • Yelong Shen • Dong Yu • Tamara L. Berg • Mohit Bansal	2020-05-11
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography Sharif Amit Kamran • Khondker Fariha Hossain • Alireza Tavakkoli • Stewart Lee Zuckerbrod	2020-05-11
On the Generation of Medical Dialogues for COVID-19 \| Wenmian Yang • Guangtao Zeng • Bowen Tan • Zeqian Ju • Subrato Chakravorty • Xuehai He • Shu Chen • Xingyi Yang • Qingyang Wu • Zhou Yu • Eric Xing • Pengtao Xie	2020-05-11
End-To-End Speech Synthesis Applied to Brazilian Portuguese \| Edresson Casanova • Arnaldo Candido Junior • Christopher Shulby • Frederico Santos de Oliveira • João Paulo Teixeira • Moacir Antonelli Ponti • Sandra Maria Aluisio	2020-05-11
deepSELF: An Open Source Deep Self End-to-End Learning Framework Tomoya Koike • Kun Qian • Björn W. Schuller • Yoshiharu Yamamoto	2020-05-11
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks Guillermo Jimenez-Perez • Alejandro Alcaine • Oscar Camara	2020-05-11
iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling \| Christian Etmann • Rihuan Ke • Carola-Bibiane Schönlieb	2020-05-11
Medical Image Segmentation Using a U-Net type of Architecture Eshal Zahra • Bostan Ali • Wajahat Siddique	2020-05-11
Epipolar Transformers \| Yihui He • Rui Yan • Katerina Fragkiadaki • Shoou-I Yu # 2 3D HUMAN POSE ESTIMATION ON HUMAN3.6M	2020-05-10
Transformer Based Language Models for Similar Text Retrieval and Ranking Javed Qadrud-Din • Ashraf Bah Rabiou • Ryan Walker • Ravi Soni • Martin Gajek • Gabriel Pack • Akhil Rangaraj	2020-05-10
Learning Context-Based Non-local Entropy Modeling for Image Compression Mu Li • Kai Zhang • Wangmeng Zuo • Radu Timofte • David Zhang	2020-05-10
SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems Qiaoan Chen • Hao Gu • Lingling Yi • Yishi Lin • Peng He • Chuan Chen • Yangqiu Song	2020-05-09
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations \| Samson Tan • Shafiq Joty • Min-Yen Kan • Richard Socher	2020-05-09
schuBERT: Optimizing Elements of BERT Ashish Khetan • Zohar Karnin	2020-05-09
Character Matters: Video Story Understanding with Character-Aware Relations Shijie Geng • Ji Zhang • Zuohui Fu • Peng Gao • Hang Zhang • Gerard de Melo	2020-05-09
Learning to Detect 3D Objects from Point Clouds in Real Time Abhinav Sagar	2020-05-09
A Study of Neural Training with Non-Gradient and Noise Assisted Gradient Methods Anirbit Mukherjee • Ramchandran Muthukumar	2020-05-08
Mapping Natural Language Instructions to Mobile UI Action Sequences \| Yang Li • Jiacong He • Xin Zhou • Yuan Zhang • Jason Baldridge	2020-05-07
A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu • Jon Gauthier • Peng Qian • Ethan Wilcox • Roger P. Levy	2020-05-07
Scene Text Image Super-Resolution in the Wild \| Wenjia Wang • Enze Xie • Xuebo Liu • Wenhai Wang • Ding Liang • Chunhua Shen • Xiang Bai	2020-05-07
DMCP: Differentiable Markov Channel Pruning for Neural Networks \| Shaopeng Guo • Yujie Wang • Quanquan Li • Junjie Yan	2020-05-07
Wavelet Integrated CNNs for Noise-Robust Image Classification Qiufu Li • Linlin Shen • Sheng Guo • Zhihui Lai	2020-05-07
AutoSpeech: Neural Architecture Search for Speaker Recognition \| Shaojin Ding • Tianlong Chen • Xinyu Gong • Weiwei Zha • Zhangyang Wang # 1 SPEAKER IDENTIFICATION ON VOXCELEB1	2020-05-07
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices Chunjie Luo • Xiwen He • Jianfeng Zhan • Lei Wang • Wanling Gao • Jiahui Dai	2020-05-07
Synthetic Image Augmentation for Damage Region Segmentation using Conditional GAN with Structure Edge Takato Yasuno • Michihiro Nakajima • Tomoharu Sekiguchi • Kazuhiro Noda • Kiyoshi Aoyanagi • Sakura Kato	2020-05-07
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network Antonio José G. Busson • Sérgio Colcher • Ruy Luiz Milidiú • Bruno Pereira Dias • André Bulcão	2020-05-07
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining Yifan Peng • Qingyu Chen • Zhiyong Lu	2020-05-06
Diagnosing the Environment Bias in Vision-and-Language Navigation \| Yubo Zhang • Hao Tan • Mohit Bansal	2020-05-06
Automatic Detection and Recognition of Individuals in Patterned Species Gullal Singh Cheema • Saket Anand	2020-05-06
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation Mor Avi-Aharon • Assaf Arbelle • Tammy Riklin Raviv	2020-05-06
The Cascade Transformer: an Application for Efficient Answer Sentence Selection \| Luca Soldaini • Alessandro Moschitti	2020-05-05
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change Hongfei Xu • Josef van Genabith • Deyi Xiong • Qiuhui Liu	2020-05-05
OpinionDigest: A Simple Framework for Opinion Summarization Yoshihiko Suhara • Xiaolan Wang • Stefanos Angelidis • Wang-Chiew Tan	2020-05-05
Time Dependence in Non-Autonomous Neural ODEs Jared Quincy Davis • Krzysztof Choromanski • Jake Varley • Honglak Lee • Jean-Jacques Slotine • Valerii Likhosterov • Adrian Weller • Ameesh Makadia • Vikas Sindhwani	2020-05-05
Automatic Plant Image Identification of Vietnamese species using Deep Learning Models Nguyen Van Hieu • Ngo Le Huy Hien	2020-05-05
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks Mohammad Mahdi Bejani • Mehdi Ghatee	2020-05-05
Mimicry: Towards the Reproducibility of GAN Research \| Kwot Sin Lee • Christopher Town	2020-05-05
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery Hiroshi Sasaki • Chris G. Willcocks • Toby P. Breckon	2020-05-05
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching Rui Liu • Chengxi Yang • Wenxiu Sun • Xiaogang Wang • Hongsheng Li	2020-05-05
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture Christopher Brix • Parnia Bahar • Hermann Ney	2020-05-04
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation \| Nitin Rathi • Gopalakrishnan Srinivasan • Priyadarshini Panda • Kaushik Roy	2020-05-04
Video Frame Interpolation via Residue Refinement \| Haopeng Li • Yuan Yuan • Qi Wang # 2 VIDEO FRAME INTERPOLATION ON UCF101	2020-05-04
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert Wei Bao • Hongshu Che • Jiandong Zhang	2020-05-03
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang • Xiaoyang Wang • Bang An • Dong Yu • Changyou Chen	2020-05-03
Explaining How Deep Neural Networks Forget by Deep Visualization \| Giang Nguyen • Shuan Chen • Tae Joon Jun • Daeyoung Kim	2020-05-03
Lupulus: A Flexible Hardware Accelerator for Neural Networks Andreas Toftegaard Kristensen • Robert Giterman • Alexios Balatsoukas-Stimming • Andreas Burg	2020-05-03
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation \| Xuanli He • Gholamreza Haffari • Mohammad Norouzi	2020-05-03
Quantifying Attention Flow in Transformers \| Samira Abnar • Willem Zuidema	2020-05-02
Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering Harsh Trivedi • Niranjan Balasubramanian • Tushar Khot • Ashish Sabharwal	2020-05-02
Synthesizer: Rethinking Self-Attention in Transformer Models Yi Tay • Dara Bahri • Donald Metzler • Da-Cheng Juan • Zhe Zhao • Che Zheng # 1 SEMANTIC TEXTUAL SIMILARITY ON MRPC DEV	2020-05-02
Hard-Coded Gaussian Attention for Neural Machine Translation Weiqiu You • Simeng Sun • Mohit Iyyer	2020-05-02
Contrastive Self-Supervised Learning for Commonsense Reasoning \| Tassilo Klein • Moin Nabi	2020-05-02
Deep Convolutional Neural Networks to Diagnose COVID-19 and other Pneumonia Diseases from Posteroanterior Chest X-Rays Pierre G. B. Moutounet-Cartan	2020-05-02
Towards Deep Learning Methods for Quality Assessment of Computer-Generated Imagery Markus Utke • Saman Zadtootaghaj • Steven Schmidt • Sebastian Möller	2020-05-02
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction Lin Yuan • Yixing Huang • Andreas Maier	2020-05-02
The AVA-Kinetics Localized Human Actions Video Dataset Ang Li • Meghana Thotakuri • David A. Ross • João Carreira • Alexander Vostrikov • Andrew Zisserman	2020-05-01
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training Linjie Li • Yen-Chun Chen • Yu Cheng • Zhe Gan • Licheng Yu • Jingjing Liu	2020-05-01
A Transformer-based Approach for Source Code Summarization \| Wasi Uddin Ahmad • Saikat Chakraborty • Baishakhi Ray • Kai-Wei Chang	2020-05-01
Multi-scale Transformer Language Models Sandeep Subramanian • Ronan Collobert • Marc'Aurelio Ranzato • Y-Lan Boureau	2020-05-01
Event Clustering within News Articles Faik Kerem {\"O}rs • S{\"u}veyda Yeniterzi • Reyyan Yeniterzi	2020-05-01
Detecting Direct Speech in Multilingual Collection of 19th-century Novels Joanna Byszuk • Micha{\l} Wo{\'z}niak • Mike Kestemont • Albert Le{\'s}niak • Wojciech {\L}ukasik • Artjoms {\v{S}}e{\c{l}}a • Maciej Eder	2020-05-01
ASU\_OPTO at OSACT4 - Offensive Language Detection for Arabic text Amr Keleg • Samhaa R. El-Beltagy • Mahmoud Khalil	2020-05-01
Scaling Language Data Import/Export with a Data Transformer Interface Nicholas Buckeridge • Ben Foley	2020-05-01
Aggression Identification in Social Media: a Transfer Learning Based Approach Rami • Faneva risoa • Josiane Mothe	2020-05-01
IRIT at TRAC 2020 Rami • Faneva risoa • Josiane Mothe	2020-05-01
Multilingual Joint Fine-tuning of Transformer models for identifying Trolling, Aggression and Cyberbullying at TRAC 2020 \| Sudhanshu Mishra • Shivangi Prasad • Shubhanshu Mishra	2020-05-01
On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks Alex Henlein • er • Alex Mehler • er	2020-05-01
Chinese Discourse Parsing: Model and Evaluation Lin Chuan-An • Shyh-Shiun Hung • Hen-Hsen Huang • Hsin-Hsi Chen	2020-05-01
DecOp: A Multilingual and Multi-domain Corpus For Detecting Deception In Typed Text Pasquale Capuozzo • Ivano Lauriola • Carlo Strapparava • Fabio Aiolli • Giuseppe Sartori	2020-05-01
Paraphrase Generation and Evaluation on Colloquial-Style Sentences Eetu Sj{\"o}blom • Mathias Creutz • Yves Scherrer	2020-05-01
Building a Task-oriented Dialog System for Languages with no Training Data: the Case for Basque Maddalen L{\'o}pez de Lacalle • Xabier Saralegi • I{\~n}aki San Vicente	2020-05-01
Linguistically Informed Hindi-English Neural Machine Translation Vikrant Goyal • Pruthwik Mishra • Dipti Misra Sharma	2020-05-01
Corpora for Document-Level Neural Machine Translation Siyou Liu • Xiaojun Zhang	2020-05-01
Exploring Transformer Text Generation for Medical Dataset Augmentation Ali Amin-Nejad • Julia Ive • Sumithra Velupillai	2020-05-01
Much Ado About Nothing -- Identification of Zero Copulas in Hungarian Using an NMT Model Andrea D{\"o}m{\"o}t{\"o}r • Zijian Gy{\H{o}}z{\H{o}} Yang • Attila Nov{\'a}k	2020-05-01
ParlVote: A Corpus for Sentiment Analysis of Political Debates Gavin Abercrombie • Riza Batista-Navarro	2020-05-01
Cross-lingual and Cross-domain Evaluation of Machine Reading Comprehension with Squad and CALOR-Quest Corpora Delphine Charlet • Geraldine Damnati • Frederic Bechet • gabriel marzinotto • Johannes Heinecke	2020-05-01
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task \| Md Tahmid Rahman Laskar • Jimmy Xiangji Huang • Enamul Hoque	2020-05-01
Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering Sarvesh Soni • Kirk Roberts	2020-05-01
Minority Positive Sampling for Switching Points - an Anecdote for the Code-Mixing Language Modeling Arindam Chatterjere • Vineeth Guptha • Parul Chopra • Amitava Das	2020-05-01
Seq2SeqPy: A Lightweight and Customizable Toolkit for Neural Sequence-to-Sequence Modeling Raheel Qader • Fran{\c{c}}ois Portet • Cyril Labbe	2020-05-01
Deeply Cascaded U-Net for Multi-Task Image Processing Ilja Gubins • Remco C. Veltkamp	2020-05-01
A cascade network for Detecting COVID-19 using chest x-rays Dailin Lv • Wuteng Qi • Yunxiang Li • Lingling Sun • Yaqi Wang	2020-05-01
SegaBERT: Pre-training of Segment-aware BERT for Language Understanding He Bai • Peng Shi • Jimmy Lin • Luchen Tan • Kun Xiong • Wen Gao • Ming Li	2020-04-30
Addressing Zero-Resource Domains Using Document-Level Context in Neural Machine Translation Dario Stojanovski • Alexander Fraser	2020-04-30
Progressive Transformers for End-to-End Sign Language Production \| Ben Saunders • Necati Cihan Camgoz • Richard Bowden	2020-04-30
Accurate Word Alignment Induction from Neural Machine Translation Yun Chen • Yang Liu • Guanhua Chen • Xin Jiang • Qun Liu	2020-04-30
Character-Level Translation with Self-attention Yingqiang Gao • Nikola I. Nikolov • Yuhuang Hu • Richard H. R. Hahnloser	2020-04-30
Semantic Triple Encoder for Fast Open-Set Link Prediction Bo Wang • Tao Shen • Guodong Long • Tianyi Zhou • Yi Chang	2020-04-30
Self-Supervised and Controlled Multi-Document Opinion Summarization Hady Elsahar • Maximin Coavoux • Matthias Gallé • Jos Rozen	2020-04-30
End-to-End Neural Word Alignment Outperforms GIZA++ Thomas Zenkel • Joern Wuebker • John DeNero	2020-04-30
Capsule-Transformer for Neural Machine Translation Sufeng Duan • Juncheng Cao • Hai Zhao	2020-04-30
Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging Shigang Li • Tal Ben-Nun • Giorgi Nadiradze • Salvatore Di Girolamo • Nikoli Dryden • Dan Alistarh • Torsten Hoefler	2020-04-30
DSAC: Distributional Soft Actor Critic for Risk-Sensitive Reinforcement Learning Xiaoteng Ma • Li Xia • Zhengyuan Zhou • Jun Yang • Qianchuan Zhao	2020-04-30
Learning nonlinear dynamical systems from a single trajectory Dylan J. Foster • Alexander Rakhlin • Tuhin Sarkar	2020-04-30
Feedback U-net for Cell Image Segmentation Eisuke Shibuya • Kazuhiro Hotta	2020-04-30
Towards Character-Level Transformer NMT by Finetuning Subword Systems Jindřich Libovický • Alexander Fraser	2020-04-29
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations \| Sean MacAvaney • Franco Maria Nardini • Raffaele Perego • Nicola Tonellotto • Nazli Goharian • Ophir Frieder	2020-04-29
Image Captioning through Image Transformer Sen He • Wentong Liao • Hamed R. Tavakoli • Michael Yang • Bodo Rosenhahn • Nicolas Pugeault	2020-04-29
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino • Nicola Pellicano • Baptiste Pannier • Pascal Voitot • Louise Naudin	2020-04-29
Image Morphing with Perceptual Constraints and STN Alignment Noa Fish • Richard Zhang • Lilach Perry • Daniel Cohen-Or • Eli Shechtman • Connelly Barnes	2020-04-29
Multiresolution and Multimodal Speech Recognition with Transformers Georgios Paraskevopoulos • Srinivas Parthasarathy • Aparna Khare • Shiva Sundaram	2020-04-29
Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks Pranjal Awasthi • Natalie Frank • Mehryar Mohri	2020-04-28
Trainable Activation Function in Image Classification Zhaohe Liao	2020-04-28
EARL: Speedup Transformer-based Rankers with Pre-computed Representation Luyu Gao • Zhuyun Dai • Jamie Callan	2020-04-28
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang • Shafiq Joty • Michael R. Lyu • Irwin King • Caiming Xiong • Steven C. H. Hoi	2020-04-28
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net \| Mina Jafari • Ruizhe Li • Yue Xing • Dorothee Auer • Susan Francis • Jonathan Garibaldi • Xin Chen	2020-04-28
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation Mina Jafari • Dorothee Auer • Susan Francis • Jonathan Garibaldi • Xin Chen	2020-04-28
Identification of Cervical Pathology using Adversarial Neural Networks Abhilash Nandy • Rachana Sathish • Debdoot Sheet	2020-04-28
Pyramid Attention Networks for Image Restoration \| Yiqun Mei • Yuchen Fan • Yulun Zhang • Jiahui Yu • Yuqian Zhou • Ding Liu • Yun Fu • Thomas S. Huang • Humphrey Shi	2020-04-28
Multi-Scale Boosted Dehazing Network with Dense Feature Fusion \| Hang Dong • Jinshan Pan • Lei Xiang • Zhe Hu • Xinyi Zhang • Fei Wang • Ming-Hsuan Yang	2020-04-28
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index Hamed Majidifard • Yaw Adu-Gyamfi • William G. Buttlar	2020-04-28
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference \| Ji Xin • Raphael Tang • Jaejun Lee • Yaoliang Yu • Jimmy Lin	2020-04-27
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan • Claire Gardent • Chloe Braud • Antoine Bordes	2020-04-27
Lexically Constrained Neural Machine Translation with Levenshtein Transformer \| Raymond Hendy Susanto • Shamil Chollampatt • Liling Tan	2020-04-27
Explicitly Modeling Adaptive Depths for Transformer Yijin Liu • Fandong Meng • Jie Zhou • Yufeng Chen • Jinan Xu	2020-04-27
AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT \| Harrison X. Bai • Robin Wang • Zeng Xiong • Ben Hsieh • Ken Chang • Kasey Halsey • Thi My Linh Tran • Ji Whae Choi