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 AliAnthony Nouy
2020-07-30
On the Banach spaces associated with multi-layer ReLU networks: Function representation, approximation theory and gradient descent dynamics
Weinan EStephan Wojtowytsch
2020-07-30
Instance Selection for GANs
Terrance DeVriesMichal DrozdzalGraham W. Taylor
2020-07-30
VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network
Jinhyeok YangJunmo LeeYoungik KimHoonyoung ChoInjung Kim
2020-07-30
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
Tawsifur RahmanAmith KhandakarMuhammad Abdul KadirKhandaker R. IslamKhandaker F. IslamRashid MazharTahir HamidMohammad T. IslamZaid B. MahbubMohamed Arselene AyariMuhammad E. H. Chowdhury
2020-07-29
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation
Xiaohang FuLei BiAshnil KumarMichael FulhamJinman Kim
2020-07-29
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
| Yiyang ZhangFeng LiuZhen FangBo YuanGuangquan ZhangJie Lu
2020-07-29
Generative Classifiers as a Basis for Trustworthy Computer Vision
Radek MackowiakLynton ArdizzoneUllrich KötheCarsten Rother
2020-07-29
Tempered Sigmoid Activations for Deep Learning with Differential Privacy
Nicolas PapernotAbhradeep ThakurtaShuang SongSteve ChienÚlfar Erlingsson
2020-07-28
Efficient Inference on GPUs for the Sparse Deep Neural Network Graph Challenge 2020
Mert HidayetogluCarl PearsonVikram Sharma MailthodyEiman EbrahimiJinjun XiongRakesh NagiWen-mei W Hwu
2020-07-28
Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI
Jinwei ZhangHang ZhangAlan WangQihao ZhangMert SabuncuPascal SpincemailleThanh D. NguyenYi Wang
2020-07-28
From Sound Representation to Model Robustness
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
2020-07-27
Receptive-Field Regularized CNNs for Music Classification and Tagging
Khaled KoutiniHamid Eghbal-ZadehVerena HaunschmidPaul PrimusShreyan ChowdhuryGerhard Widmer
2020-07-27
Self-Attentive Multi-Layer Aggregation with Feature Recalibration and Normalization for End-to-End Speaker Verification System
Soonshin SeoJi-Hwan Kim
2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks
Renlong JieJunbin GaoAndrey VasnevMin-ngoc Tran
2020-07-26
MACU-Net Semantic Segmentation from High-Resolution Remote Sensing Images
Rui LiChenxi DuanShunyi Zheng
2020-07-26
A deep learning based multiscale approach to segment cancer area in liver whole slide image
Yanbo FengAdel HafianeHélène Laurent
2020-07-25
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism
Yosuke OyamaNaoya MaruyamaNikoli DrydenErin McCarthyPeter HarringtonJan BalewskiSatoshi MatsuokaPeter NugentBrian Van Essen
2020-07-25
An LSTM Approach to Temporal 3D Object Detection in LiDAR Point Clouds
Rui HuangWanyue ZhangAbhijit KunduCaroline PantofaruDavid A RossThomas FunkhouserAlireza Fathi
2020-07-24
COVID TV-UNet: Segmenting COVID-19 Chest CT Images Using Connectivity Imposed U-Net
Narges SaeedizadehShervin MinaeeRahele KafiehShakib YazdaniMilan Sonka
2020-07-24
Counting Fish and Dolphins in Sonar Images Using Deep Learning
Stefan SchneiderAlex Zhuang
2020-07-24
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
Right for the Right Reason: Making Image Classification Robust
Anna NguyenAdrian OberföllMichael Färber
2020-07-23
Hierarchical Verification for Adversarial Robustness
Cong Han LimRaquel UrtasunErsin Yumer
2020-07-23
Funnel Activation for Visual Recognition
| Ningning MaXiangyu ZhangJian Sun
2020-07-23
WeightNet: Revisiting the Design Space of Weight Networks
| Ningning MaXiangyu ZhangJiawei HuangJian Sun
2020-07-23
PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks
Ting-Wu ChinAri S. MorcosDiana Marculescu
2020-07-23
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN
Chunxia QinXiaojun ChenJocelyne Troccaz
2020-07-23
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques
Orkhan BaghirliImran IbrahimliTarlan Mammadzada
2020-07-22
Rethinking CNN Models for Audio Classification
Kamalesh PalanisamyDipika SinghaniaAngela Yao
2020-07-22
Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
Jianfeng YanZizhuang WeiHongwei YiMingyu DingRunze ZhangYisong ChenGuoping WangYu-Wing Tai
2020-07-21
SLNSpeech: solving extended speech separation problem by the help of sign language
Jiasong WuTaotao LiYouyong KongGuanyu YangLotfi SenhadjiHuazhong Shu
2020-07-21
Learning Monocular Visual Odometry via Self-Supervised Long-Term Modeling
Yuliang ZouPan JiQuoc-Huy TranJia-Bin HuangManmohan Chandraker
2020-07-21
EMaQ: Expected-Max Q-Learning Operator for Simple Yet Effective Offline and Online RL
Seyed Kamyar Seyed GhasemipourDale SchuurmansShixiang Shane Gu
2020-07-21
Interpolating GANs to Scaffold Autotelic Creativity
Ziv EpsteinOcéane BoulaisSkylar GordonMatt Groh
2020-07-21
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training
Pengcheng DaiJianlei YangXucheng YeXingzhou ChengJunyu LuoLinghao SongYiran ChenWeisheng Zhao
2020-07-21
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition
| Darshan GeraS Balasubramanian
2020-07-20
Learning Sparse Filters in Deep Convolutional Neural Networks with a l1/l2 Pseudo-Norm
Anthony BerthelierYongzhe YanThierry ChateauChristophe BlancStefan DuffnerChristophe Garcia
2020-07-20
Cross-View Image Synthesis with Deformable Convolution and Attention Mechanism
Hao DingSongsong WuHao TangFei WuGuangwei GaoXiao-Yuan Jing
2020-07-20
A Gated and Bifurcated Stacked U-Net Module for Document Image Dewarping
| Hmrishav BandyopadhyayTanmoy DasguptaNibaran DasMita Nasipuri
2020-07-20
Detection, Attribution and Localization of GAN Generated Images
Michael GoebelLakshmanan NatarajTejaswi NanjundaswamyTajuddin Manhar MohammedShivkumar ChandrasekaranB. S. Manjunath
2020-07-20
Effects of Approximate Multiplication on Convolutional Neural Networks
Min Soo KimAlberto A. Del BarrioHyunJin KimNader Bagherzadeh
2020-07-20
DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural Networks
Hassan DboukHetul SanghviMahesh MehendaleNaresh Shanbhag
2020-07-19
Progressive Multi-Scale Residual Network for Single Image Super-Resolution
| Yuqing LiuXinfeng ZhangShanshe WangSiwei MaWen Gao
2020-07-19
Abstraction based Output Range Analysis for Neural Networks
Pavithra PrabhakarZahra Rahimi Afzal
2020-07-18
Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation
Md Tahmid HossainShyh Wei TengFerdous SohelGuojun Lu
2020-07-18
Hybrid Discriminative-Generative Training via Contrastive Learning
Hao LiuPieter Abbeel
2020-07-17
Region-based Non-local Operation for Video Classification
Guoxi HuangAdrian G. Bors
2020-07-17
Deep Learning Based Traffic Surveillance System For Missing and Suspicious Car Detection
K. V. KadambariVishnu Vardhan Nimmalapudi
2020-07-17
Wavelet Channel Attention Module with a Fusion Network for Single Image Deraining
Hao-Hsiang YangChao-Han Huck YangYu-Chiang Frank Wang
2020-07-17
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images
Simindokht JahangardMohammad Hossein ZangooeiMaysam Shahedi
2020-07-16
Suppress and Balance: A Simple Gated Network for Salient Object Detection
| Xiaoqi ZhaoYouwei PangLihe ZhangHuchuan LuLei Zhang
2020-07-16
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation
Christopher NeffAneri ShethSteven FurgursonHamed Tabkhi
2020-07-16
SqueezeFacePoseNet: Lightweight Face Verification Across Different Poses for Mobile Platforms
Fernando Alonso-FernandezJavier BarrachinaKevin Hernandez-DiazJosef Bigun
2020-07-16
Collision Avoidance Robotics Via Meta-Learning (CARML)
Abhiram IyerAravind Mahadevan
2020-07-16
Human-like Energy Management Based on Deep Reinforcement Learning and Historical Driving Experiences
Teng LiuXiaolin TangXiaosong HuWenhao TanJinwei Zhang
2020-07-16
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes
Marcelo Gennari do NascimentoTheo W. CostainVictor Adrian Prisacariu
2020-07-15
Attention as Activation
| Yimian DaiStefan OehmckeYiquan WuKobus 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 SchockaertHenri Hoyez
2020-07-15
Phase diagram for two-layer ReLU neural networks at infinite-width limit
Tao LuoZhi-Qin John XuZheng MaYaoyu Zhang
2020-07-15
A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection
Manu GoyalSaeed Hassanpour
2020-07-15
Bounding The Number of Linear Regions in Local Area for Neural Networks with ReLU Activations
Rui ZhuBo LinHaixu Tang
2020-07-14
Add a SideNet to your MainNet
Adrien Morisot
2020-07-14
Implicit Euler ODE Networks for Single-Image Dehazing
Jiawei ShenZhuoyan LiLei YuGui-Song XiaWen Yang
2020-07-13
DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation
Shunjie DongJinlong ZhaoMaojun ZhangZhengxue ShiJianing DengYiyu ShiMei TianCheng Zhuo
2020-07-13
Probabilistic bounds on data sensitivity in deep rectifier networks
Blaine RisterDaniel L. Rubin
2020-07-13
Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes
Lucas P. SoaresHelen C. DiasCarlos 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 TanNaimul KhanLing Guan
2020-07-12
Abstract Universal Approximation for Neural Networks
Zi WangAws AlbarghouthiSomesh Jha
2020-07-12
To filter prune, or to layer prune, that is the question
Sara ElkerdawyMostafa ElhoushiAbhineet SinghHong ZhangNilanjan Ray
2020-07-11
Investigation of Sentiment Controllable Chatbot
Hung-yi LeeCheng-Hao HoChien-Fu LinChiung-Chih ChangChih-Wei LeeYau-Shian WangTsung-Yuan HsuKuan-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 HebertTosif AhamedAntonio C CostaLiam O'ShaughnessyGreg J Stephens
2020-07-10
Generating Adversarial Inputs Using A Black-box Differential Technique
João Batista Pereira Matos JuúniorLucas Carvalho CordeiroMarcelo d'AmorimXiaowei 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 KumarAbdullah Aman KhanSinmin ZhangWenYong WangYousif AbuidrisWaqas AminJay Kumar
2020-07-10
Maximum-and-Concatenation Networks
Xingyu XieHao KongJianlong WuWayne ZhangGuangcan LiuZhouchen Lin
2020-07-09
Learning Over-Parametrized Two-Layer ReLU Neural Networks beyond NTK
Yuanzhi LiTengyu MaHongyang R. Zhang
2020-07-09
Self-Supervised Policy Adaptation during Deployment
| Nicklas HansenYu SunPieter AbbeelAlexei A. EfrosLerrel PintoXiaolong Wang
2020-07-08
Deep Ensemble Analysis for Imaging X-ray Polarimetry
A. L. PeirsonR. W. RomaniH. L. MarshallJ. F. SteinerL. 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 ZhangLichun LiShan YinJuanjuan Sun
2020-07-08
Robust Re-Identification by Multiple Views Knowledge Distillation
| Angelo PorrelloLuca BergaminiSimone Calderara
2020-07-08
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking
Sophia BanoFrancisco VasconcelosLuke M. ShepherdEmmanuel Vander PoortenTom VercauterenSebastien OurselinAnna L. DavidJan DeprestDanail Stoyanov
2020-07-08
NVAE: A Deep Hierarchical Variational Autoencoder
Arash VahdatJan Kautz
2020-07-08
Journey Towards Tiny Perceptual Super-Resolution
Royson LeeŁukasz DudziakMohamed AbdelfattahStylianos I. VenierisHyeji KimHongkai WenNicholas D. Lane
2020-07-08
3D Topology Transformation with Generative Adversarial Networks
Luca StornaiuoloNima DehmamyAlbert-László BarabásiMauro Martino
2020-07-07
Do Transformers Need Deep Long-Range Memory
Jack W. RaeAli Razavi
2020-07-07
Towards an Understanding of Residual Networks Using Neural Tangent Hierarchy (NTH)
Yuqing LiTao LuoNung Kwan Yip
2020-07-07
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning
Harm van SeijenHadi NekoeiEvan RacahSarath Chandar
2020-07-07
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback
Carlos GemmellFederico RossettoJeffrey Dalton
2020-07-06
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network
Wenjia WangTianyang HuCong LinGuang Cheng
2020-07-06
Automatic semantic segmentation for prediction of tuberculosis using lens-free microscopy images
Dennis Núñez-FernándezLamberto BallanGabriel Jiménez-AvalosJorge CoronelMirko Zimic
2020-07-06
EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
| Bailin LiBowen WuJiang SuGuangrun WangLiang Lin
2020-07-06
Rethinking Bottleneck Structure for Efficient Mobile Network Design
Zhou DaquanQibin HouYunpeng ChenJiashi FengShuicheng Yan
2020-07-05
HoughNet: Integrating near and long-range evidence for bottom-up object detection
| Nermin SametSamet HicsonmezEmre Akbas
2020-07-05
Learning to Prune in Training via Dynamic Channel Propagation
| Shibo ShenRongpeng LiZhifeng ZhaoHonggang ZhangYugeng Zhou
2020-07-03
Abstractive and mixed summarization for long-single documents
Roger BarrullJugal Kalita
2020-07-03
Provably Efficient Neural Estimation of Structural Equation Model: An Adversarial Approach
Luofeng LiaoYou-Lin ChenZhuoran YangBo DaiZhaoran WangMladen Kolar
2020-07-02
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?
| Ella M. GaleNicholas MartinRyan BlythingAnh NguyenJeffrey S. Bowers
2020-07-02
D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector
| Renu SharmaArun 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 ChenMing LiYongfei WuXueyu LiuFang HaoDaoxiang ZhouXiaoshuang ZhouChen Wang
2020-07-02
A Novel BGCapsule Network for Text Classification
Akhilesh Kumar GangwarVadlamani Ravi
2020-07-02
Self-Attention Guided Copy Mechanism for Abstractive Summarization
Song XuHaoran LiPeng YuanYouzheng WuXiaodong HeBowen Zhou
2020-07-01
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
Hannah CraigheadAndrew CainesPaula ButteryHelen Yannakoudakis
2020-07-01
Multimodal and Multiresolution Speech Recognition with Transformers
Georgios ParaskevopoulosSrinivas ParthasarathyAparna KhareShiva Sundaram
2020-07-01
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction
| Zixiang DingRui XiaJianfei Yu
2020-07-01
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer
Jianfei YuJing JiangLi YangRui Xia
2020-07-01
Roles and Utilization of Attention Heads in Transformer-based Neural Language Models
Jae-young JoSung-Hyon Myaeng
2020-07-01
Probing for Referential Information in Language Models
Ionut-Teodor SorodocKristina GulordavaGemma Boleda
2020-07-01
Multimodal Transformer for Multimodal Machine Translation
Shaowei YaoXiaojun Wan
2020-07-01
Paraphrase Generation by Learning How to Edit from Samples
Amirhossein KazemnejadMohammadreza SalehiMahdieh Soleymani Baghshah
2020-07-01
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification
Hao TangDonghong JiChenliang LiQiji Zhou
2020-07-01
Do Transformers Need Deep Long-Range Memory?
Jack RaeAli Razavi
2020-07-01
In Neural Machine Translation, What Does Transfer Learning Transfer?
Alham Fikri AjiNikolay BogoychevKenneth HeafieldRico Sennrich
2020-07-01
Feature Projection for Improved Text Classification
Qi QinWenpeng HuBing Liu
2020-07-01
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation
Arya D. McCarthyXian LiJiatao GuNing Dong
2020-07-01
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
| Yizhe ZhangSiqi SunMichel GalleyYen-Chun ChenChris BrockettXiang GaoJianfeng GaoJingjing LiuBill Dolan
2020-07-01
Combining Subword Representations into Word-level Representations in the Transformer Architecture
Noe CasasMarta R. Costa-juss{\`a}Jos{\'e} A. R. Fonollosa
2020-07-01
Robust Neural Machine Translation with ASR Errors
Haiyang XueYang FengShuhao GuWei Chen
2020-07-01
An empirical investigation of neural methods for content scoring of science explanations
Brian RiordanSarah BichlerAllison BradfordJennifer King ChenKorah WileyLibby GerardMarcia 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 KumarYashvardhan Sharma
2020-07-01
A Transformer Approach to Contextual Sarcasm Detection in Twitter
Hunter GregorySteven LiPouya MohammadiNatalie TarnRachel DraelosCynthia Rudin
2020-07-01
Adaptation of Multilingual Transformer Encoder for Robust Enhanced Universal Dependency Parsing
Han HeJinho D. Choi
2020-07-01
KIT's IWSLT 2020 SLT Translation System
Ngoc-Quan PhamFelix SchneiderTuan-Nam NguyenThanh-Le HaThai Son NguyenMaximilian AwiszusSebastian St{\"u}kerAlex Waibeler
2020-07-01
End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning
Hou Jeung HanMohd Abbas ZaidiSathish Reddy IndurthiNikhil Kumar LakumarapuBeomseok LeeSangha Kim
2020-07-01
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning
Nikhil Kumar LakumarapuBeomseok LeeSathish Reddy IndurthiHou Jeung HanMohd Abbas ZaidiSangha Kim
2020-07-01
SRPOL's System for the IWSLT 2020 End-to-End Speech Translation Task
Tomasz PotapczykPawel Przybysz
2020-07-01
The AFRL IWSLT 2020 Systems: Work-From-Home Edition
Brian OreEric HansenTim AndersonJeremy Gwinnup
2020-07-01
OPPO's Machine Translation System for the IWSLT 2020 Open Domain Translation Task
Qian ZhangXiaopu LiDawei DangTingxun ShiDi AiZhengshan XueJie Hao
2020-07-01
CASIA's System for IWSLT 2020 Open Domain Translation
Qian WangYuchen LiuCong MaYu LuYining WangLong ZhouYang ZhaoJiajun ZhangChengqing Zong
2020-07-01
Deep Blue Sonics' Submission to IWSLT 2020 Open Domain Translation Task
Enmin SuYi Ren
2020-07-01
University of Tsukuba's Machine Translation System for IWSLT20 Open Domain Translation Task
Hongyi CuiYizhen WeiShohei IidaTakehito UtsuroMasaaki Nagata
2020-07-01
Xiaomi's Submissions for IWSLT 2020 Open Domain Translation Task
Yuhui SunMengxue GuoXiang LiJianwei CuiBin Wang
2020-07-01
The HW-TSC Video Speech Translation System at IWSLT 2020
Minghan WangHao YangYao DengYing QinLizhi LeiDaimeng WeiHengchao ShangNing XieXiaochun LiJiaxian Guo
2020-07-01
Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation
Felix SchneiderAlex Waibeler
2020-07-01
Compressing Neural Machine Translation Models with 4-bit Precision
Alham Fikri AjiKenneth Heafield
2020-07-01
Training and Inference Methods for High-Coverage Neural Machine Translation
Michael YangYixin LiuRahul 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 KasnerJind{\v{r}}ich HelclOnd{\v{r}}ej Du{\v{s}}ek
2020-07-01
The NiuTrans System for WNGT 2020 Efficiency Task
Chi HuBei LiYinqiao LiYe LinYanyang LiChenglong WangTong XiaoJingbo Zhu
2020-07-01
Efficient and High-Quality Neural Machine Translation with OpenNMT
Guillaume KleinDakun ZhangCl{\'e}ment ChouteauJosep CregoJean Senellart
2020-07-01
Improving Document-Level Neural Machine Translation with Domain Adaptation
Sami Ul HaqSadaf Abdul RaufArslan ShoukatNoor-e- Hira
2020-07-01
CopyBERT: A Unified Approach to Question Generation with Self-Attention
Stalin VaranasiSaadullah AminGuenter Neumann
2020-07-01
How to Tame Your Data: Data Augmentation for Dialog State Tracking
Adam SummervilleJordan HashemiJames Ryanwilliam ferguson
2020-07-01
Methods for Extracting Information from Messages from Primary Care Providers to Specialists
Xiyu DingMichael BarnettAteev MehrotraTimothy Miller
2020-07-01
Generating Medical Reports from Patient-Doctor Conversations Using Sequence-to-Sequence Models
Seppo EnarviMarilisa AmoiaMiguel Del-Agua TebaBrian DelaneyFrank DiehlStefan HahnKristina HarrisLiam McGrathYue PanJoel PintoLuca RubiniMiguel RuizGag SingheepFabian StemmerWeiyi SunPaul VozilaThomas LinRanjani Ramamurthy
2020-07-01
Enhancing Transformer with Sememe Knowledge
Yuhui ZhangChenghao YangZhengping ZhouZhiyuan Liu
2020-07-01
Grapheme-to-Phoneme Conversion with a Multilingual Transformer Model
Omnia ElSaadanyBenjamin Suter
2020-07-01
Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion
Nikhil PrabhuKatharina Kann
2020-07-01
Leveraging Principal Parts for Morphological Inflection
Ling LiuMans Hulden
2020-07-01
Data Augmentation for Transformer-based G2P
Zach RyanMans 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 ErskineChris Lehnert
2020-07-01
Regularly Updated Deterministic Policy Gradient Algorithm
Shuai HanWenbo ZhouShuai LüJiayu Yu
2020-07-01
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
| Tiange XiangChaoyi ZhangDongnan LiuYang SongHeng HuangWeidong Cai
2020-07-01
Deep Isometric Learning for Visual Recognition
| Haozhi QiChong YouXiaolong WangYi MaJitendra Malik
2020-06-30
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks
| R. RobinsonQ. DouD. C. CastroK. KamnitsasM. de GrootR. M. SummersD. RueckertB. Glocker
2020-06-30
GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
| Dmitry LepikhinHyoukJoong LeeYuanzhong XuDehao ChenOrhan FiratYanping HuangMaxim KrikunNoam ShazeerZhifeng Chen
2020-06-30
Correction of Faulty Background Knowledge based on Condition Aware and Revise Transformer for Question Answering
Xinyan ZhaoXiao FengHaoming ZhongJun YaoHuanhuan Chen
2020-06-30
PriorGAN: Real Data Prior for Generative Adversarial Nets
Shuyang GuJianmin BaoDong ChenFang Wen
2020-06-30
Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation
William Adorno IIIAngela YiMarcel DurieuxDonald Brown
2020-06-30
Improving robustness against common corruptions by covariate shift adaptation
Steffen SchneiderEvgenia RusakLuisa EckOliver BringmannWieland BrendelMatthias Bethge
2020-06-30
Simplifying Models with Unlabeled Output Data
Sang Michael XieTengyu MaPercy Liang
2020-06-29
Near-Optimal SQ Lower Bounds for Agnostically Learning Halfspaces and ReLUs under Gaussian Marginals
Ilias DiakonikolasDaniel M. KaneNikos Zarifis
2020-06-29
Predicting Length of Stay in the Intensive Care Unit with Temporal Pointwise Convolutional Networks
| Emma RocheteauPietro LiòStephanie Hyland
2020-06-29
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis
| Jean-Benoit DelbrouckNoé TitsMathilde BrousmicheStéphane Dupont
2020-06-29
Statistical-Query Lower Bounds via Functional Gradients
Surbhi GoelAravind GollakotaAdam Klivans
2020-06-29
Multi-Head Attention: Collaborate Instead of Concatenate
| Jean-Baptiste CordonnierAndreas LoukasMartin Jaggi
2020-06-29
Rethinking Positional Encoding in Language Pre-training
| Guolin KeDi HeTie-Yan Liu
2020-06-28
Self-Attention Networks for Intent Detection
Sevinj YolchuyevaGéza NémethBálint Gyires-Tóth
2020-06-28
Bottom-Up Human Pose Estimation by Ranking Heatmap-Guided Adaptive Keypoint Estimates
| Ke SunZigang GengDepu MengBin XiaoDong LiuZhaoxiang ZhangJingdong Wang
2020-06-28
Causal Explanations of Image Misclassifications
Yan MinMiles Bennett
2020-06-28
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization
Beliz GunelChenguang ZhuMichael ZengXuedong Huang
2020-06-27
Interactive Deep Refinement Network for Medical Image Segmentation
Titinunt KitrungrotsakulIwamoto YutaroLanfen LinRuofeng TongJingsong LiYen-Wei Chen
2020-06-27
Alpha-Net: Architecture, Models, and Applications
Jishan ShaikhAdya SharmaAnkit ChouhanAvinash Mahawar
2020-06-27
Distributed Uplink Beamforming in Cell-Free Networks Using Deep Reinforcement Learning
Firas FredjYasser Al-EryaniSetareh MaghsudiMohamed AkroutEkram Hossain
2020-06-26
What they do when in doubt: a study of inductive biases in seq2seq learners
Eugene KharitonovRahma Chaabouni
2020-06-26
TURL: Table Understanding through Representation Learning
| Xiang DengHuan SunAlyssa LeesYou WuCong Yu
2020-06-26
Training Convolutional ReLU Neural Networks in Polynomial Time: Exact Convex Optimization Formulations
Tolga ErgenMert Pilanci
2020-06-26
BERTology Meets Biology: Interpreting Attention in Protein Language Models
| Jesse VigAli MadaniLav R. VarshneyCaiming XiongRichard SocherNazneen Fatema Rajani
2020-06-26
COVID-19 detection using Residual Attention Network an Artificial Intelligence approach
Vishal SharmaCurtis Dyreson
2020-06-26
Conditional Set Generation with Transformers
Adam R KosiorekHyunjik KimDanilo J Rezende
2020-06-26
DRACO: Co-Optimizing Hardware Utilization, and Performance of DNNs on Systolic Accelerator
Nandan Kumar JhaShreyas RavishankarSparsh MittalArvind KaushikDipan MandalMahesh Chandra
2020-06-26
Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal
Shujaat KhanJaeyoung HuhJong Chul Ye
2020-06-26
Smooth Adversarial Training
Cihang XieMingxing TanBoqing GongAlan YuilleQuoc V. Le
2020-06-25
Learning Source Phrase Representations for Neural Machine Translation
Hongfei XuJosef van GenabithDeyi XiongQiuhui LiuJingyi 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 CaoZhenda XieBin LiuYutong LinZheng ZhangHan 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 NguyenXuan-Phi NguyenShafiq JotyXiaoli Li
2020-06-24
AReLU: Attention-based Rectified Linear Unit
| Dengsheng ChenKai Xu
2020-06-24
DeepAbstract: Neural Network Abstraction for Accelerating Verification
Pranav AshokVahid HashemiJan KřetínskýStefanie Mohr
2020-06-24
Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks
Francis WilliamsMatthew TragerJoan BrunaDenis Zorin
2020-06-24
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
Christian TjandraatmadjaRoss AndersonJoey HuchetteWill MaKrunal PatelJuan Pablo Vielma
2020-06-24
Hyperparameter Ensembles for Robustness and Uncertainty Quantification
Florian WenzelJasper SnoekDustin TranRodolphe Jenatton
2020-06-24
3D Pose Detection in Videos: Focusing on Occlusion
Justin WangEdward XuKangrui XueLukasz Kidzinski
2020-06-24
On the Difficulty of Designing Processor Arrays for Deep Neural Networks
| Kevin StehleGünther SchindlerHolger Fröning
2020-06-24
A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan
| Abdolkarim SaeediMaryam SaeediArash 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 LiJiancheng YangYi XuJingwei XuXiaodan YeGuangyu TaoXueqian XieGuixue Liu
2020-06-24
Flexible Image Denoising with Multi-layer Conditional Feature Modulation
| Jiazhi DuXin QiaoZifei YanHongzhi ZhangWangmeng Zuo
2020-06-24
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net
| Dominik MüllerIñaki Soto ReyFrank Kramer
2020-06-24
The Effect of Multi-step Methods on Overestimation in Deep Reinforcement Learning
Lingheng MengRob GorbetDana Kulić
2020-06-23
Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data
| Rui DaiShenkun XuQian GuChenguang JiKaikui Liu
2020-06-23
Bach or Mock? A Grading Function for Chorales in the Style of J.S. Bach
| Alexander FangAlisa LiuPrem SeetharamanBryan Pardo
2020-06-23
Experience Replay with Likelihood-free Importance Weights
Samarth SinhaJiaming SongAnimesh GargStefano Ermon
2020-06-23
NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks
| Eugene LeeChen-Yi Lee
2020-06-23
Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention
Lei LiXin WengJulia A. SchnabelXiahai Zhuang
2020-06-23
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks
Rohit LokwaniAshrika GaikwadViraj KulkarniAniruddha PantAmit Kharat
2020-06-23
Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation
Yixin WangYao ZhangYang LiuJiang TianCheng ZhongZhongchao ShiYang ZhangZhiqiang He
2020-06-23
Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks
Ilias DiakonikolasDaniel M. KaneVasilis KontonisNikos Zarifis
2020-06-22
Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
Atsushi NitandaTaiji Suzuki
2020-06-22
Advantages of biologically-inspired adaptive neural activation in RNNs during learning
Victor GeadahGiancarlo KergStefan HoroiGuy WolfGuillaume Lajoie
2020-06-22
Deep Network Approximation with Discrepancy Being Reciprocal of Width to Power of Depth
Zuowei ShenHaizhao YangShijun Zhang
2020-06-22
A Self-Attention Network based Node Embedding Model
Dai Quoc NguyenTu Dinh NguyenDinh Phung
2020-06-22
Superpolynomial Lower Bounds for Learning One-Layer Neural Networks using Gradient Descent
Surbhi GoelAravind GollakotaZhihan JinSushrut KarmalkarAdam Klivans
2020-06-22
Exploring Software Naturalness through Neural Language Models
Luca BurattiSaurabh PujarMihaela BorneaScott McCarleyYunhui ZhengGaetano RossielloAlessandro MorariJim LaredoVeronika ThostYufan ZhuangGiacomo Domeniconi
2020-06-22
HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images
Mart van RijthovenMaschenka BalkenholKarina SiliņaJeroen van der LaakFrancesco Ciompi
2020-06-22
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation
Yong ChengLu JiangWolfgang MachereyJacob Eisenstein
2020-06-21
The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2
Assaf SingerKatharina Kann
2020-06-21
Sequential Feature Filtering Classifier
Minseok SeoJaemin LeeJongchan ParkDong-Geol Choi
2020-06-21
Network Moments: Extensions and Sparse-Smooth Attacks
Modar AlfadlyAdel BibiEmilio BoteroSalman AlsubaihiBernard Ghanem
2020-06-21
Efficient Integer-Arithmetic-Only Convolutional Neural Networks
Hengrui ZhaoDong LiuHouqiang Li
2020-06-21
Off-Policy Self-Critical Training for Transformer in Visual Paragraph Generation
Shiyang YanYang HuaNeil M. Robertson
2020-06-21
A Universal Representation Transformer Layer for Few-Shot Image Classification
| Lu LiuWilliam HamiltonGuodong LongJing JiangHugo Larochelle
2020-06-21
Training (Overparametrized) Neural Networks in Near-Linear Time
Jan van den BrandBinghui PengZhao SongOmri Weinstein
2020-06-20
Memory Transformer
Mikhail S. BurtsevGrigory V. Sapunov
2020-06-20
Towards Understanding Label Smoothing
Yi XuYuanhong XuQi QianHao LiRong Jin
2020-06-20
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition
| Ionut Cosmin DutaLi LiuFan ZhuLing Shao
2020-06-20
Paying more attention to snapshots of Iterative Pruning: Improving Model Compression via Ensemble Distillation
| Duong H. LeVo Trung NhanNam Thoai
2020-06-20
End-to-end deep metamodeling to calibrate and optimize energy loads
Max CohenMaurice CharbitSylvain Le CorffMarius PredaGilles Nozière
2020-06-19
On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems
Panayotis MertikopoulosNadav HallakAli KavisVolkan Cevher
2020-06-19
Boosting Objective Scores of Speech Enhancement Model through MetricGAN Post-Processing
Szu-Wei FuChien-Feng LiaoTsun-An HsiehKuo-Hsuan HungSyu-Siang WangCheng YuHeng-Cheng KuoRyandhimas E. ZezarioYou-Jin LiShang-Yi ChuangYen-Ju LuYu Tsao
2020-06-18
Multi-branch Attentive Transformer
| Yang FanShufang XieYingce XiaLijun WuTao QinXiang-Yang LiTie-Yan Liu
2020-06-18
I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths
| Hyoungwook NamSeung Byum SeoVikram Sharma MailthodyNoor MichaelLan Li
2020-06-18
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization
Yao ZhaoMohammad SalehPeter J. Liu
2020-06-18
Sparse GPU Kernels for Deep Learning
Trevor GaleMatei ZahariaCliff YoungErich Elsen
2020-06-18
Effective Formal Verification of Neural Networks using the Geometry of Linear Regions
Haitham KhedrJames FerlezYasser Shoukry
2020-06-18
SenWave: Monitoring the Global Sentiments under the COVID-19 Pandemic
Qiang YangHind AlamroSomayah AlbaradeiAdil SalhiXiaoting LvChangsheng MaManal AlshehriInji JaberFaroug TifrateneWei WangTakashi GojoboriCarlos M. DuarteXin GaoXiangliang Zhang
2020-06-18
Reducing Estimation Bias via Weighted Delayed Deep Deterministic Policy Gradient
Qiang HeXinwen Hou
2020-06-18
Neural Graphics Pipeline for Controllable Image Generation
Xuelin ChenDaniel Cohen-OrBaoquan ChenNiloy J. Mitra
2020-06-18
DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Soumick ChatterjeeKartik PrabhuMahantesh PattadkalGerda BortsovaFlorian DubostHendrik MatternMarleen de BruijneOliver SpeckAndreas Nürnberger
2020-06-18
Differentiable Augmentation for Data-Efficient GAN Training
| Shengyu ZhaoZhijian LiuJi LinJun-Yan ZhuSong Han
2020-06-18
Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers
Pallav Kumar BeraCan Isik
2020-06-17
Automatically Ranked Russian Paraphrase Corpus for Text Generation
Vadim GudkovOlga MitrofanovaElizaveta Filippskikh
2020-06-17
Learning Visual Commonsense for Robust Scene Graph Generation
Alireza ZareianZhecan WangHaoxuan YouShih-Fu Chang
2020-06-17
Big Self-Supervised Models are Strong Semi-Supervised Learners
| Ting ChenSimon KornblithKevin SwerskyMohammad NorouziGeoffrey Hinton
2020-06-17
Fine-Grained Stochastic Architecture Search
Shraman Ray ChaudhuriElad EbanHanhan LiMax MorozYair Movshovitz-Attias
2020-06-17
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs
Nicolae-Cătălin RisteaRadu Tudor Ionescu
2020-06-17
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
| Mathilde CaronIshan MisraJulien MairalPriya GoyalPiotr BojanowskiArmand Joulin
2020-06-17
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs
Martin SchmittLeonardo F. R. RibeiroPhilipp DufterIryna GurevychHinrich Schütze
2020-06-16
SPLASH: Learnable Activation Functions for Improving Accuracy and Adversarial Robustness
Mohammadamin TavakoliForest AgostinelliPierre Baldi
2020-06-16
Minimum Width for Universal Approximation
Sejun ParkChulhee YunJaeho LeeJinwoo Shin
2020-06-16
Counterexample-Guided Learning of Monotonic Neural Networks
| Aishwarya SivaramanGolnoosh FarnadiTodd MillsteinGuy Van den Broeck
2020-06-16
Directional Pruning of Deep Neural Networks
| Shih-Kang ChaoZhanyu WangYue XingGuang Cheng
2020-06-16
Improving accuracy and speeding up Document Image Classification through parallel systems
Javier FerrandoJuan Luis DominguezJordi TorresRaul GarciaDavid GarciaDaniel GarridoJordi CortadaMateo Valero
2020-06-16
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs
Aditya RajagopalDiederik Adriaan VinkStylianos I. VenierisChristos-Savvas Bouganis
2020-06-16
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning
Jie AnTao LiHaozhi HuangLi ShenXuan WangYongyi TangJinwen MaWei LiuJiebo Luo
2020-06-16
A Study of Compositional Generalization in Neural Models
Tim KlingerDhaval AdjodahVincent MaroisJosh JosephMatthew RiemerAlex 'Sandy' PentlandMurray Campbell
2020-06-16
Intriguing generalization and simplicity of adversarially trained neural networks
Chirag AgarwalPeijie ChenAnh Nguyen
2020-06-16
Gradient Amplification: An efficient way to train deep neural networks
Sunitha BasodiChunyan JiHaiping ZhangYi Pan
2020-06-16
Adversarial representation learning for private speech generation
| David EricssonAdam ÖstbergEdvin Listo ZecJohn MartinssonOlof Mogren
2020-06-16
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning
| Arman HaghanifarMahdiyar Molahasani MajdabadiYounhee ChoiS. DeivalakshmiSeokbum Ko
2020-06-16
Globally Injective ReLU Networks
Michael PuthawalaKonik KothariMatti LassasIvan DokmanićMaarten de Hoop
2020-06-15
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese
| Yuying YeAntonio Toral
2020-06-15
On the Multi-Property Extraction and Beyond
Tomasz DwojakMichał PietruszkaŁukasz BorchmannFilip GralińskiJakub Chłędowski
2020-06-15
Exploration of End-to-End ASR for OpenSTT -- Russian Open Speech-to-Text Dataset
Andrei AndrusenkoAleksandr LaptevIvan Medennikov
2020-06-15
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement
Do-Guk KimHeung-Chang Lee
2020-06-15
Neural Networks Fail to Learn Periodic Functions and How to Fix It
Liu ZiyinTilman HartwigMasahito Ueda
2020-06-15
An online evolving framework for advancing reinforcement-learning based automated vehicle control
Teawon HanSubramanya NageshraoDimitar P. FilevUmit Ozguner
2020-06-15
CryptoNAS: Private Inference on a ReLU Budget
Zahra GhodsiAkshaj VeldandaBrandon ReagenSiddharth Garg
2020-06-15
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images
Nicholas TrieuSebastian GoodmanPradyumna NarayanaKazoo SoneRadu 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 ZhangNing JiaIoannis Ivrissimtzis
2020-06-15
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
| Tong HeJohn CollomosseHailin JinStefano Soatto
2020-06-15
Optimal Lottery Tickets via SubsetSum: Logarithmic Over-Parameterization is Sufficient
Ankit PensiaShashank RajputAlliot NagleHarit VishwakarmaDimitris Papailiopoulos
2020-06-14
Global Convergence of Sobolev Training for Overparametrized Neural Networks
Jorio CocolaPaul Hand
2020-06-14
Entropic gradient descent algorithms and wide flat minima
Fabrizio PittorinoCarlo LucibelloChristoph FeinauerEnrico M. MalatestaGabriele PeruginiCarlo BaldassiMatteo NegriElizaveta DemyanenkoRiccardo Zecchina
2020-06-14
2D Image Relighting with Image-to-Image Translation
| Paul GaftonErick Maraz
2020-06-14
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya
Abrhalei TelaAbraham WoubieVille Hautamaki
2020-06-13
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search
Helia HashemiHamed ZamaniW. Bruce Croft
2020-06-13
Temporal Fusion Network for Temporal Action Localization:Submission to ActivityNet Challenge 2020 (Task E)
Zhiwu QingXiang WangYongpeng SangChangxin GaoShiwei ZhangNong Sang
2020-06-13
Modelling High-Level Mathematical Reasoning in Mechanised Declarative Proofs
Wenda LiLei YuYuhuai WuLawrence C. Paulson
2020-06-13
Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks
Lili WangRuibo LiuSoroush Vosoughi
2020-06-13
Split-Merge Pooling
Omid Hosseini JafariCarsten Rother
2020-06-13
Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
| Jean-Bastien GrillFlorian StrubFlorent AltchéCorentin TallecPierre H. RichemondElena BuchatskayaCarl DoerschBernardo Avila PiresZhaohan Daniel GuoMohammad Gheshlaghi AzarBilal PiotKoray KavukcuogluRémi MunosMichal Valko
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 SearleZina IbrahimRichard Dobson
2020-06-12
Implicit bias of gradient descent for mean squared error regression with wide neural networks
Hui JinGuido Montúfar
2020-06-12
Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences
Marissa A. WeisKashyap ChittaYash SharmaWieland BrendelMatthias BethgeAndreas GeigerAlexander S. Ecker
2020-06-12
Weisfeiler-Lehman Embedding for Molecular Graph Neural Networks
Katsuhiko IshiguroKenta OonoKohei Hayashi
2020-06-12
On Correctness of Automatic Differentiation for Non-Differentiable Functions
Wonyeol LeeHangyeol YuXavier RivalHongseok Yang
2020-06-12
Human and Multi-Agent collaboration in a human-MARL teaming framework
Neda NavidiFrancois ChabotSagar KurandwadIrv LustigmanVincent RobertGregory SzriftgiserAndrea Schuch
2020-06-12
Continuous Control for Searching and Planning with a Learned Model
Xuxi YangWerner DuvaudPeng Wei
2020-06-12
Directional convergence and alignment in deep learning
Ziwei JiMatus Telgarsky
2020-06-11
Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning
| Ruozi HuangHuang HuWei WuKei SawadaMi Zhang
2020-06-11
Optimization Theory for ReLU Neural Networks Trained with Normalization Layers
Yonatan DuklerQuanquan GuGuido 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 AitkenGuy Gur-Ari
2020-06-11
Neural Path Features and Neural Path Kernel : Understanding the role of gates in deep learning
Chandrashekar LakshminarayananAmit Vikram Singh
2020-06-11
Privacy-Aware Activity Classification from First Person Office Videos
Partho GhoshMd. Abrar IstiakNayeeb RashidAhsan Habib AkashRidwan AbrarAnkan Ghosh DastiderAsif Shahriyar SushmitTaufiq Hasan
2020-06-11
Rethinking Pre-training and Self-training
| Barret ZophGolnaz GhiasiTsung-Yi LinYin CuiHanxiao LiuEkin D. CubukQuoc V. Le
2020-06-11
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification
Neil VaughanBogdan Gabrys
2020-06-11
Training Generative Adversarial Networks with Limited Data
| Tero KarrasMiika AittalaJanne HellstenSamuli LaineJaakko LehtinenTimo Aila
2020-06-11
DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images
Pin TangChen ZuMei HongRui YanXingchen PengJianghong XiaoXi WuJiliu ZhouLuping ZhouYan Wang
2020-06-11
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
Lifu WangBo ShenNing ZhaoZhiyuan Zhang
2020-06-10
All Local Minima are Global for Two-Layer ReLU Neural Networks: The Hidden Convex Optimization Landscape
Jonathan LacotteMert Pilanci
2020-06-10
Extrapolation for Large-batch Training in Deep Learning
Tao LinLingjing KongSebastian U. StichMartin Jaggi
2020-06-10
Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges
Yu TianGaofeng PanMohamed-Slim Alouini
2020-06-10
Interpolation between Residual and Non-Residual Networks
| Zonghan YangYang LiuChenglong BaoZuoqiang Shi
2020-06-10
Approximating Lipschitz continuous functions with GroupSort neural networks
Ugo TanielianMaxime SangnierGerard Biau
2020-06-09
Graph-Aware Transformer: Is Attention All Graphs Need?
Sanghyun YooYoung-Seok KimKang Hyun LeeKuhwan JeongJunhwi ChoiHoshik LeeYoung 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-SaadiMasayoshi Tomizuka
2020-06-09
Bombus Species Image Classification
Venkat MargapuriGeorge LavezziRobert StewartDan Wagner
2020-06-09
Can Synthetic Data Improve Object Detection Results for Remote Sensing Images?
Weixing LiuJun LiuBin Luo
2020-06-09
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping
Naoto YokoyaKazuki YamanoiWei HeGerald BaierBruno AdrianoHiroyuki MiuraSatoru Oishi
2020-06-09
Modeling Discourse Structure for Document-level Neural Machine Translation
Junxuan ChenXiang LiJiarui ZhangChulun ZhouJianwei CuiBin WangJinsong Su
2020-06-08
MultiSpeech: Multi-Speaker Text to Speech with Transformer
Mingjian ChenXu TanYi RenJin XuHao SunSheng ZhaoTao Qin
2020-06-08
ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
Théo RyffelDavid PointchevalFrancis Bach
2020-06-08
A Variational View on Bootstrap Ensembles as Bayesian Inference
Dimitrios MiliosPietro MichiardiMaurizio Filippone
2020-06-08
Learning to Count Words in Fluent Speech enables Online Speech Recognition
| George SterpuChristian SaamNaomi Harte
2020-06-08
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers
Tim Z. XiaoAidan N. GomezYarin Gal
2020-06-08
Unstructured Road Vanishing Point Detection Using the Convolutional Neural Network and Heatmap Regression
Yin-Bo LiuMing ZengQing-Hao Meng
2020-06-08
Learning disconnected manifolds: a no GANs land
Ugo TanielianThibaut IssenhuthElvis DohmatobJeremie Mary
2020-06-08
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution
Pravendra SinghPratik MazumderVinay P. Namboodiri
2020-06-08
Big GANs Are Watching You: Towards Unsupervised Object Segmentation with Off-the-Shelf Generative Models
| Andrey VoynovStanislav MorozovArtem Babenko
2020-06-08
A Framework for Neural Network Pruning Using Gibbs Distributions
Alex LabachShahrokh Valaee
2020-06-08
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
| Xiang LiWenhai WangLijun WuShuo ChenXiaolin HuJun LiJinhui TangJian Yang
2020-06-08
KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations
| Jeya Maria JoseVishwanath SindagiIlker HacihalilogluVishal M. Patel
2020-06-08
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation
| Debesh JhaMichael A. RieglerDag JohansenPål HalvorsenHåvard D. Johansen
2020-06-08
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images
Abtin RiasatianMaral RasoolijaberiMorteza BabaeiH. R. Tizhoosh
2020-06-08
Learning Texture Transformer Network for Image Super-Resolution
| Fuzhi YangHuan YangJianlong FuHongtao LuBaining Guo
2020-06-07
Sharp Representation Theorems for ReLU Networks with Precise Dependence on Depth
Guy BreslerDheeraj Nagaraj
2020-06-07
EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks
| Hojjat SalehinejadShahrokh Valaee
2020-06-07
Realistic text replacement with non-uniform style conditioning
Arseny NerinovskyIgor BuzhinskyAndey Filchencov
2020-06-07
VQVC+: One-Shot Voice Conversion by Vector Quantization and U-Net architecture
Da-Yi WuYen-Hao ChenHung-Yi Lee
2020-06-07
A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images
Mete AhishaliAysen DegerliMehmet YamacSerkan KiranyazMuhammad E. H. ChowdhuryKhalid HameedTahir HamidRashid MazharMoncef Gabbouj
2020-06-07
Challenges and Thrills of Legal Arguments
Anurag PallaproluRadha VaidyaAditya Swaroop Attawar
2020-06-06
A Robust Attentional Framework for License Plate Recognition in the Wild
Linjiang ZhangPeng WangHui LiZhen LiChunhua ShenYanning Zhang
2020-06-06
Deep Octree-based CNNs with Output-Guided Skip Connections for 3D Shape and Scene Completion
Peng-Shuai WangYang LiuXin Tong
2020-06-06
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers
Krzysztof ChoromanskiValerii LikhosherstovDavid DohanXingyou SongJared DavisTamas SarlosDavid BelangerLucy ColwellAdrian Weller
2020-06-05
GMAT: Global Memory Augmentation for Transformers
| Ankit GuptaJonathan Berant
2020-06-05
Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
| Zihang DaiGuokun LaiYiming YangQuoc V. Le
2020-06-05
Discovering Parametric Activation Functions
Garrett BinghamRisto Miikkulainen
2020-06-05
Overcoming the Curse of Dimensionality in Density Estimation with Mixed Sobolev GANs
Liang DingRui TuoShahin 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 MüllerFabian RitzSteffen IlliumClaudia Linnhoff-Popien
2020-06-05
Visual Transformers: Token-based Image Representation and Processing for Computer Vision
Bichen WuChenfeng XuXiaoliang DaiAlvin WanPeizhao ZhangMasayoshi TomizukaKurt KeutzerPeter Vajda
2020-06-05
Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks
Iñigo Azqueta-GavaldonFlorian FröhlichKlaus StroblRudolph Triebel
2020-06-05
MSDU-net: A Multi-Scale Dilated U-net for Blur Detection
Fan YangXiao Xiao
2020-06-05
End-to-End Speech-Translation with Knowledge Distillation: [email protected]
Marco GaidoMattia Antonino Di GangiMatteo NegriMarco Turchi
2020-06-04
Network size and weights size for memorization with two-layers neural networks
Sébastien BubeckRonen EldanYin Tat LeeDan 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 HassanMuhammad Usman AkramNaoufel Werghi
2020-06-04
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
| Juntang ZhuangNicha DvornekXiaoxiao LiSekhar TatikondaXenophon PapademetrisJames Duncan
2020-06-03
Rényi Generative Adversarial Networks
Himesh BhatiaWilliam PaulFady AlajajiBahman GharesifardPhilippe Burlina
2020-06-03
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior
Ethan Gotlieb WilcoxJon GauthierJennifer HuPeng QianRoger 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 WangYang LiYangshuo ZhangZhuang MiaoRui Zhang
2020-06-02
Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields
Genta KobayashiHayaru Shouno
2020-06-02
Grafted network for person re-identification
Jiabao WangYang LiShanshan JiaoZhuang MiaoRui Zhang
2020-06-02
Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English
Maha ElbayadMichael UstaszewskiEmmanuelle Esperança-RodierFrancis Brunet ManquatLaurent Besacier
2020-06-01
On the Number of Linear Regions of Convolutional Neural Networks
H. XiongL. HuangM. YuL. LiuF. ZhuL. Shao
2020-06-01
The Effects of Mild Over-parameterization on the Optimization Landscape of Shallow ReLU Neural Networks
| Itay SafranGilad YehudaiOhad Shamir
2020-06-01
Context-based Transformer Models for Answer Sentence Selection
Ivano LauriolaAlessandro Moschitti
2020-06-01
Unsupervised Sparse-view Backprojection via Convolutional and Spatial Transformer Networks
Xueqing LiuPaul 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 FuJianfeng XuKazuyuki TasakaZhibo Chen
2020-06-01
A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge
| Anshuman SuriMayank VatsaRicha Singh
2020-06-01
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach
Albara Ah RamliRex LiuRahul KrishnamoorthyVishal I BXiaoxiao WangIlias TagkopoulosXin 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 YaoAmir GholamiSheng ShenKurt KeutzerMichael 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 ChoiHoon HeoJie Hwan LeeKyogu Lee
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 PatilSomesh SinghSwati 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 PatilVeeky Baths
2020-05-31
Neural Networks with Small Weights and Depth-Separation Barriers
Gal VardiOhad Shamir
2020-05-31
End-to-End Change Detection for High Resolution Drone Images with GAN Architecture
Yura ZharkovskyOvadya Menadeva
2020-05-31
DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation
Ange LouShuyue GuanMurray Loew
2020-05-31
Blended Multi-Modal Deep ConvNet Features for Diabetic Retinopathy Severity Prediction
J. D. BodapatiN. VeeranjaneyuluS. N. ShareefS. HakakM. BilalP. K. R. MaddikuntaO. Jo
2020-05-30
Generalizing Random Fourier Features via Generalized Measures
Fanghui LiuXiaolin HuangYingyi ChenJohan A. K. Suykens
2020-05-30
Advanced Single Image Resolution Upsurging Using a Generative Adversarial Network
Md. Moshiur RahmanSamrat Kumar DeyKabid Hassan Shibly
2020-05-30
Reconstructing undersampled photoacoustic microscopy images using deep learning
Anthony DiSpirito IIIDaiwei LiTri VuMaomao ChenDong ZhangJianwen LuoRoarke HorstmeyerJunjie Yao
2020-05-30
CLARINET: A RISC-V Based Framework for Posit Arithmetic Empiricism
Riya JainNiraj SharmaFarhad MerchantSachin PatkarRainer Leupers
2020-05-30
First Neural Conjecturing Datasets and Experiments
Josef UrbanJan Jakubův
2020-05-29
Agnostic Learning of a Single Neuron with Gradient Descent
Spencer FreiYuan CaoQuanquan Gu
2020-05-29
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation
Qiufu LiLinlin Shen
2020-05-29
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks
Gabriel GarcíaRocío del AmorAdrián ColomerValery Naranjo
2020-05-29
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study
Luyao ShiDeepta RajanShafiq AbedinManikanta Srikar YellapragadaDavid BeymerEhsan Dehghan
2020-05-29
SNR-based teachers-student technique for speech enhancement
Xiang HaoXiangdong SuZhiyu WangQiang ZhangHuali XuGuanglai Gao
2020-05-29
Automatic segmentation of the pulmonary lobes with a 3D u-net and optimized loss function
Bianca Lassen-SchmidtAlessa HeringStefan KrassHans Meine
2020-05-29
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
| Hanrui WangZhanghao WuZhijian LiuHan CaiLigeng ZhuChuang GanSong Han
2020-05-28
Variational Neural Machine Translation with Normalizing Flows
Hendra SetiawanMatthias SperberUdhay NallasamyMatthias Paulik
2020-05-28
Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking
Thibault FévryNicholas FitzGeraldLivio Baldini SoaresTom Kwiatkowski
2020-05-28
Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification
Danilo AvolaLuigi CinqueAlessio FagioliSebastiano FilettiGiorgio GraniEmanuele Rodolà
2020-05-28
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs
Behnam PourghassemiChenghao ZhangJoo Hwan LeeAparna Chandramowlishwaran
2020-05-28
General-Purpose User Embeddings based on Mobile App Usage
| Junqi ZhangBing BaiYe LinJian LiangKun BaiFei 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 GaoGuangtao ZhaiJunchi YanXiaokang Yang
2020-05-27
Approximating periodic functions and solving differential equations using a novel type of Fourier Neural Networks
Marieme NgomOana Marin
2020-05-27
Towards the Infeasibility of Membership Inference on Deep Models
Shahbaz RezaeiXin Liu
2020-05-27
GSTO: Gated Scale-Transfer Operation for Multi-Scale Feature Learning in Pixel Labeling
| Zhuoying WangYongtao WangZhi TangYangyan LiYing ChenHaibin LingWeisi Lin
2020-05-27
CLOCS: Contrastive Learning of Cardiac Signals
Dani KiyassehTingting ZhuDavid A. Clifton
2020-05-27
Network Fusion for Content Creation with Conditional INNs
Robin RombachPatrick EsserBjörn Ommer
2020-05-27
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings
Lasse HansenMattias P. Heinrich
2020-05-27
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images
Damien GrosgeorgeMaxime ArbelotAlex GoupilleauTugdual CeillierRenaud Allioux
2020-05-27
End-to-End Object Detection with Transformers
| Nicolas CarionFrancisco MassaGabriel SynnaeveNicolas UsunierAlexander KirillovSergey Zagoruyko
2020-05-26
Approximation Schemes for ReLU Regression
Ilias DiakonikolasSurbhi GoelSushrut KarmalkarAdam R. KlivansMahdi Soltanolkotabi
2020-05-26
GECToR -- Grammatical Error Correction: Tag, Not Rewrite
| Kostiantyn OmelianchukVitaliy AtrasevychArtem ChernodubOleksandr Skurzhanskyi
2020-05-26
Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities
Ben GoertzelAndres Suarez MadrigalGino Yu
2020-05-26
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
Lei KangPau RibaMarçal RusiñolAlicia FornésMauricio Villegas
2020-05-26
Perceptual Extreme Super Resolution Network with Receptive Field Block
Taizhang ShangQiuju DaiShengchen ZhuTong YangYandong Guo
2020-05-26
Identification of Crystal Symmetry from Noisy Diffraction Patterns by A Shape Analysis and Deep Learning
| Leslie Ching Ow TiongJeongrae KimSang Soo HanDonghun 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 YangYang Wang
2020-05-25
Optimization-driven Deep Reinforcement Learning for Robust Beamforming in IRS-assisted Wireless Communications
Jiaye LinYuze ZouXiaoru DongShimin GongDinh Thai HoangDusit Niyato
2020-05-25
Fractional moment-preserving initialization schemes for training fully-connected neural networks
Mert GurbuzbalabanYuanhan Hu
2020-05-25
The Unreasonable Volatility of Neural Machine Translation Models
| Marzieh FadaeeChristof Monz
2020-05-25
Egocentric Human Segmentation for Mixed Reality
Andrija GajicEster Gonzalez-SosaDiego Gonzalez-MorinMarcos Escudero-ViñoloAlvaro Villegas
2020-05-25
Identity-Preserving Realistic Talking Face Generation
Sanjana SinhaSandika BiswasBrojeshwar Bhowmick
2020-05-25
The efficiency of deep learning algorithms for detecting anatomical reference points on radiological images of the head profile
Konstantin DobratulinAndrey GaidelIrina AupovaAnna IvlevaAleksandr KapishnikovPavel Zelter
2020-05-25
Adversarial NLI for Factual Correctness in Text Summarisation Models
Mario BarrantesBenedikt HerudekRichard Wang
2020-05-24
Devising Malware Characterstics using Transformers
Simra ShahidTanmay SinghYash SharmaKapil Sharma
2020-05-23
Coronavirus: Comparing COVID-19, SARS and MERS in the eyes of AI
Anas TahirYazan QiblaweyAmith KhandakarTawsifur RahmanUzair KhurshidFarayi MusharavatiM. T. IslamSerkan KiranyazMuhammad E. H. Chowdhury
2020-05-23
Character-level Transformer-based Neural Machine Translation
Nikolay BanarWalter DaelemansMike Kestemont
2020-05-22
A Generative Approach to Titling and Clustering Wikipedia Sections
Anjalie FieldSascha RotheSimon BaumgartnerCong YuAbe Ittycheriah
2020-05-22
Low-Latency Sequence-to-Sequence Speech Recognition and Translation by Partial Hypothesis Selection
Danni LiuGerasimos SpanakisJan Niehues
2020-05-22
Transformer-based Context-aware Sarcasm Detection in Conversation Threads from Social Media
Xiangjue DongChangmao LiJinho D. Choi
2020-05-22
Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net
Amartya KalapaharJulio Silva-RodríguezAdrián ColomerFernando López-MirValery Naranjo
2020-05-22
Can Shallow Neural Networks Beat the Curse of Dimensionality? A mean field training perspective
Stephan WojtowytschWeinan E
2020-05-21
Simplified Self-Attention for Transformer-based End-to-End Speech Recognition
Haoneng LuoShiliang ZhangMing LeiLei Xie
2020-05-21
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning
Zhiping ZengVan Tung PhamHaihua XuYerbolat KhassanovEng Siong ChngChongjia NiBin Ma
2020-05-21
Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality
Prudhvi ThirumalarajuManoj Kumar KanakasabapathyCharles L BormannRaghav GuptaRohan PooniwalaHemanth KandulaIrene SouterIrene DimitriadisHadi Shafiee
2020-05-21
TASO: Time and Space Optimization for Memory-Constrained DNN Inference
Yuan WenAndrew AndersonValentin RaduMichael F. P. O'BoyleDavid Gregg
2020-05-21
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation
Kelei HeChunfeng LianBing ZhangXin ZhangXiaohuan CaoDong NieYang GaoJunfeng ZhangDinggang Shen
2020-05-21
Applying the Transformer to Character-level Transduction
Shijie WuRyan CotterellMans Hulden
2020-05-20
Feature Purification: How Adversarial Training Performs Robust Deep Learning
Zeyuan Allen-ZhuYuanzhi Li
2020-05-20
Relative Positional Encoding for Speech Recognition and Direct Translation
Ngoc-Quan PhamThanh-Le HaTuan-Nam NguyenThai-Son NguyenElizabeth SaleskySebastian StuekerJan NiehuesAlexander Waibel
2020-05-20
ReLU Code Space: A Basis for Rating Network Quality Besides Accuracy
Natalia ShepelevaWerner ZellingerMichal LewandowskiBernhard Moser
2020-05-20
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition
Dongwei JiangWubo LiRuixiong ZhangMiao CaoNe LuoYang HanWei ZouXiangang 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
| RahimzadehMohammad; AttarAbolfazl
2020-05-20
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks
Naveen PanwarTarun TaterAnush SankaranSenthil Mani
2020-05-20
Classification of Industrial Control Systems screenshots using Transfer Learning
Pablo Blanco MedinaEduardo Fidalgo FernandezEnrique AlegreFrancisco Jáñez MartinoRoberto A. Vasco-CarofilisVíctor Fidalgo Villar
2020-05-20
Attention-based network for low-light image enhancement
Cheng ZhangQingsen YanYu zhuXianjun LiJinqiu SunYanning Zhang
2020-05-20
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis
Yusuke YasudaXin WangJunichi Yamagishi
2020-05-20
Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images
| Talha AnwarSeemab Zakir
2020-05-20
Map Generation from Large Scale Incomplete and Inaccurate Data Labels
Rui ZhangConrad AlbrechtWei ZhangXiaodong CuiUlrich FinklerDavid KungSiyuan Lu
2020-05-20
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images
Yixing HuangAlexander PreuhsMichael ManhartGuenter LauritschAndreas Maier
2020-05-20
Comparing Transformers and RNNs on predicting human sentence processing data
Danny MerkxStefan 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 SterpuChristian SaamNaomi Harte
2020-05-19
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt
Hangyu LinYanwei FuYu-Gang JiangXiangyang Xue
2020-05-19
Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction
| Andreas EitelNico HauffWolfram Burgard
2020-05-19
Exploring Transformers for Large-Scale Speech Recognition
Liang LuChangliang LiuJinyu LiYifan Gong
2020-05-19
Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models
Martin KotuliakSandro E. SchoenbornAndrei Dan
2020-05-19
Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning
Zhenhui YeYining ChenGuanghua SongBowei YangShen Fan
2020-05-19
Medical Image Generation using Generative Adversarial Networks
Nripendra Kumar SinghKhalid Raza
2020-05-19
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection
Rituparna SarkarSuvadip MukherjeeElisabeth LabruyèreJean-Christophe Olivo-Marin
2020-05-19
A Transformer-based Embedding Model for Personalized Product Search
Keping BiQingyao AiW. Bruce Croft
2020-05-18
Efficient Wait-k Models for Simultaneous Machine Translation
Maha ElbayadLaurent BesacierJakob Verbeek
2020-05-18
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction
Cunjun YuXiao MaJiawei RenHaiyu ZhaoShuai Yi
2020-05-18
Many-to-Many Voice Transformer Network
Hirokazu KameokaWen-Chin HuangKou TanakaTakuhiro KanekoNobukatsu HojoTomoki Toda
2020-05-18
GPT-too: A language-model-first approach for AMR-to-text generation
| Manuel MagerRamon Fernandez AstudilloTahira NaseemMd Arafat SultanYoung-Suk LeeRadu FlorianSalim Roukos
2020-05-18
Weak-Attention Suppression For Transformer Based Speech Recognition
Yangyang ShiYongqiang WangChunyang WuChristian FuegenFrank ZhangDuc LeChing-Feng YehMichael L. Seltzer
2020-05-18
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict
Yosuke HiguchiShinji WatanabeNanxin ChenTetsuji OgawaTetsunori Kobayashi
2020-05-18
Joint Multi-Dimension Pruning
Zechun LiuXiangyu ZhangZhiqiang ShenZhe LiYichen WeiKwang-Ting ChengJian Sun
2020-05-18
Bayesian convolutional neural network based MRI brain extraction on nonhuman primates
Gengyan ZhaoFang LiuJonathan A. OlerMary E. MeyerandNed H. KalinRasmus M. Birn
2020-05-18
Cross-filter compression for CNN inference acceleration
Fuyuan LyuShien ZhuWeichen Liu
2020-05-18
Quasi-Periodic Parallel WaveGAN Vocoder: A Non-autoregressive Pitch-dependent Dilated Convolution Model for Parametric Speech Generation
Yi-Chiao WuTomoki HayashiTakuma OkamotoHisashi KawaiTomoki Toda
2020-05-18
Tropical and Extratropical Cyclone Detection Using Deep Learning
Christina Kumler-BonfantiJebb StewartDavid HallMark Govett
2020-05-18
A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer
| Vladimir IashinEsa Rahtu
2020-05-17
Building a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie Subtitles
Ben EyalMichael Elhadad
2020-05-17
Conformer: Convolution-augmented Transformer for Speech Recognition
| Anmol GulatiJames QinChung-Cheng ChiuNiki ParmarYu ZhangJiahui YuWei HanShibo WangZhengdong ZhangYonghui WuRuoming Pang
2020-05-16
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
Hongyu GongYelong ShenDian YuJianshu ChenDong Yu
2020-05-16
Streaming Transformer-based Acoustic Models Using Self-attention with Augmented Memory
Chunyang WuYongqiang WangYangyang ShiChing-Feng YehFrank Zhang
2020-05-16
IntelliCode Compose: Code Generation Using Transformer
Alexey SvyatkovskiyShao Kun DengShengyu FuNeel Sundaresan
2020-05-16
Non-Linearities Improve OrigiNet based on Active Imaging for Micro Expression Recognition
Monu VermaSantosh Kumar VipparthiGirdhari Singh
2020-05-16
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition
Zhengkun TianJiangyan YiJianhua TaoYe BaiShuai ZhangZhengqi Wen
2020-05-16
COVID-Twitter-BERT: A Natural Language Processing Model to Analyse COVID-19 Content on Twitter
| Martin MüllerMarcel SalathéPer E Kummervold
2020-05-15
Neural Entity Linking on Technical Service Tickets
Nadja KurzFelix HamannAdrian Ulges
2020-05-15
Finding Experts in Transformer Models
Xavier SuauLuca ZappellaNicholas Apostoloff
2020-05-15
JDI-T: Jointly trained Duration Informed Transformer for Text-To-Speech without Explicit Alignment
Dan LimWon JangGyeonghwan OHyeyeong ParkBongwan KimJesam Yoon
2020-05-15
Learning the gravitational force law and other analytic functions
Atish AgarwalaAbhimanyu DasRina PanigrahyQiuyi Zhang
2020-05-15
ResMoNet: A Residual Mobile-based Network for Facial Emotion Recognition in Resource-Limited Systems
Rodolfo Ferro-PérezHugo Mitre-Hernandez
2020-05-15
MetricUNet: Synergistic Image- and Voxel-Level Learning for Precise CT Prostate Segmentation via Online Sampling
Kelei HeChunfeng LianEhsan AdeliJing HuoYinghuan ShiYang GaoBing ZhangJunfeng ZhangDinggang 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. DusenberryGhassen JerfelYeming WenYi-an MaJasper SnoekKatherine HellerBalaji LakshminarayananDustin 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 ArnekvistJ. Frederico CarvalhoDanica KragicJohannes A. Stork
2020-05-13
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks
Ning ZhangJingen LiuKe WangDan ZengTao Mei
2020-05-13
Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement
Minh-Chuong HuynhTrung-Hieu NguyenMinh-Triet Tran
2020-05-13
Discriminative Multi-modality Speech Recognition
| Bo XuCheng LuYandong GuoJacob Wang
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 TilakArnaud BraunDavid ChandlerNicolas DavidSylvain GalopinAmélie LombardMichaël MichaudCamille PariselMatthieu PorteMarjorie Robert
2020-05-12
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19
Sampa MisraSeungwan JeonSeiyon LeeRavi ManaguliChulhong Kim
2020-05-12
Train and Deploy an Image Classifier for Disaster Response
Jianyu MaoKiana HarrisNae-Rong ChangCaleb PennellYiming Ren
2020-05-12
Generalized State-Dependent Exploration for Deep Reinforcement Learning in Robotics
| Antonin RaffinFreek Stulp
2020-05-12
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
| Rafael ValleKevin ShihRyan PrengerBryan Catanzaro
2020-05-12
SOLOIST: Few-shot Task-Oriented Dialog with A Single Pre-trained Auto-regressive Model
Baolin PengChunyuan LiJinchao LiShahin ShayandehLars LidenJianfeng Gao
2020-05-11
Hierarchical Attention Transformer Architecture For Syntactic Spell Correction
Abhishek NiranjanM Ali Basha ShaikKushal Verma
2020-05-11
Listen Attentively, and Spell Once: Whole Sentence Generation via a Non-Autoregressive Architecture for Low-Latency Speech Recognition
Ye BaiJiangyan YiJianhua TaoZhengkun TianZhengqi WenShuai Zhang
2020-05-11
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning
| Jie LeiLiwei WangYelong ShenDong YuTamara L. BergMohit Bansal
2020-05-11
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
Sharif Amit KamranKhondker Fariha HossainAlireza TavakkoliStewart Lee Zuckerbrod
2020-05-11
On the Generation of Medical Dialogues for COVID-19
| Wenmian YangGuangtao ZengBowen TanZeqian JuSubrato ChakravortyXuehai HeShu ChenXingyi YangQingyang WuZhou YuEric XingPengtao Xie
2020-05-11
End-To-End Speech Synthesis Applied to Brazilian Portuguese
| Edresson CasanovaArnaldo Candido JuniorChristopher ShulbyFrederico Santos de OliveiraJoão Paulo TeixeiraMoacir Antonelli PontiSandra Maria Aluisio
2020-05-11
deepSELF: An Open Source Deep Self End-to-End Learning Framework
Tomoya KoikeKun QianBjörn W. SchullerYoshiharu Yamamoto
2020-05-11
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks
Guillermo Jimenez-PerezAlejandro AlcaineOscar Camara
2020-05-11
iUNets: Fully invertible U-Nets with Learnable Up- and Downsampling
| Christian EtmannRihuan KeCarola-Bibiane Schönlieb
2020-05-11
Medical Image Segmentation Using a U-Net type of Architecture
Eshal ZahraBostan AliWajahat Siddique
2020-05-11
Epipolar Transformers
| Yihui HeRui YanKaterina FragkiadakiShoou-I Yu
2020-05-10
Transformer Based Language Models for Similar Text Retrieval and Ranking
Javed Qadrud-DinAshraf Bah RabiouRyan WalkerRavi SoniMartin GajekGabriel PackAkhil Rangaraj
2020-05-10
Learning Context-Based Non-local Entropy Modeling for Image Compression
Mu LiKai ZhangWangmeng ZuoRadu TimofteDavid Zhang
2020-05-10
SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems
Qiaoan ChenHao GuLingling YiYishi LinPeng HeChuan ChenYangqiu Song
2020-05-09
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations
| Samson TanShafiq JotyMin-Yen KanRichard Socher
2020-05-09
schuBERT: Optimizing Elements of BERT
Ashish KhetanZohar Karnin
2020-05-09
Character Matters: Video Story Understanding with Character-Aware Relations
Shijie GengJi ZhangZuohui FuPeng GaoHang ZhangGerard 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 MukherjeeRamchandran Muthukumar
2020-05-08
Mapping Natural Language Instructions to Mobile UI Action Sequences
| Yang LiJiacong HeXin ZhouYuan ZhangJason Baldridge
2020-05-07
A Systematic Assessment of Syntactic Generalization in Neural Language Models
Jennifer HuJon GauthierPeng QianEthan WilcoxRoger P. Levy
2020-05-07
Scene Text Image Super-Resolution in the Wild
| Wenjia WangEnze XieXuebo LiuWenhai WangDing LiangChunhua ShenXiang Bai
2020-05-07
DMCP: Differentiable Markov Channel Pruning for Neural Networks
| Shaopeng GuoYujie WangQuanquan LiJunjie Yan
2020-05-07
Wavelet Integrated CNNs for Noise-Robust Image Classification
Qiufu LiLinlin ShenSheng GuoZhihui Lai
2020-05-07
AutoSpeech: Neural Architecture Search for Speaker Recognition
| Shaojin DingTianlong ChenXinyu GongWeiwei ZhaZhangyang Wang
2020-05-07
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices
Chunjie LuoXiwen HeJianfeng ZhanLei WangWanling GaoJiahui Dai
2020-05-07
Synthetic Image Augmentation for Damage Region Segmentation using Conditional GAN with Structure Edge
Takato YasunoMichihiro NakajimaTomoharu SekiguchiKazuhiro NodaKiyoshi AoyanagiSakura Kato
2020-05-07
Seismic Shot Gather Noise Localization Using a Multi-Scale Feature-Fusion-Based Neural Network
Antonio José G. BussonSérgio ColcherRuy Luiz MilidiúBruno Pereira DiasAndré Bulcão
2020-05-07
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining
Yifan PengQingyu ChenZhiyong Lu
2020-05-06
Diagnosing the Environment Bias in Vision-and-Language Navigation
| Yubo ZhangHao TanMohit Bansal
2020-05-06
Automatic Detection and Recognition of Individuals in Patterned Species
Gullal Singh CheemaSaket Anand
2020-05-06
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-AharonAssaf ArbelleTammy Riklin Raviv
2020-05-06
The Cascade Transformer: an Application for Efficient Answer Sentence Selection
| Luca SoldainiAlessandro Moschitti
2020-05-05
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change
Hongfei XuJosef van GenabithDeyi XiongQiuhui Liu
2020-05-05
OpinionDigest: A Simple Framework for Opinion Summarization
Yoshihiko SuharaXiaolan WangStefanos AngelidisWang-Chiew Tan
2020-05-05
Time Dependence in Non-Autonomous Neural ODEs
Jared Quincy DavisKrzysztof ChoromanskiJake VarleyHonglak LeeJean-Jacques SlotineValerii LikhosterovAdrian WellerAmeesh MakadiaVikas Sindhwani
2020-05-05
Automatic Plant Image Identification of Vietnamese species using Deep Learning Models
Nguyen Van HieuNgo Le Huy Hien
2020-05-05
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks
Mohammad Mahdi BejaniMehdi Ghatee
2020-05-05
Mimicry: Towards the Reproducibility of GAN Research
| Kwot Sin LeeChristopher Town
2020-05-05
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
Hiroshi SasakiChris G. WillcocksToby P. Breckon
2020-05-05
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo Matching
Rui LiuChengxi YangWenxiu SunXiaogang WangHongsheng Li
2020-05-05
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture
Christopher BrixParnia BaharHermann Ney
2020-05-04
Enabling Deep Spiking Neural Networks with Hybrid Conversion and Spike Timing Dependent Backpropagation
| Nitin RathiGopalakrishnan SrinivasanPriyadarshini PandaKaushik Roy
2020-05-04
Video Frame Interpolation via Residue Refinement
| Haopeng LiYuan YuanQi Wang
2020-05-04
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert
Wei BaoHongshu CheJiandong Zhang
2020-05-03
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints
Zhenyi WangXiaoyang WangBang AnDong YuChangyou Chen
2020-05-03
Explaining How Deep Neural Networks Forget by Deep Visualization
| Giang NguyenShuan ChenTae Joon JunDaeyoung Kim
2020-05-03
Lupulus: A Flexible Hardware Accelerator for Neural Networks
Andreas Toftegaard KristensenRobert GitermanAlexios Balatsoukas-StimmingAndreas Burg
2020-05-03
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation
| Xuanli HeGholamreza HaffariMohammad Norouzi
2020-05-03
Quantifying Attention Flow in Transformers
| Samira AbnarWillem Zuidema
2020-05-02
Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering
Harsh TrivediNiranjan BalasubramanianTushar KhotAshish Sabharwal
2020-05-02
Synthesizer: Rethinking Self-Attention in Transformer Models
Yi TayDara BahriDonald MetzlerDa-Cheng JuanZhe ZhaoChe Zheng
2020-05-02
Hard-Coded Gaussian Attention for Neural Machine Translation
Weiqiu YouSimeng SunMohit Iyyer
2020-05-02
Contrastive Self-Supervised Learning for Commonsense Reasoning
| Tassilo KleinMoin 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 UtkeSaman ZadtootaghajSteven SchmidtSebastian Möller
2020-05-02
Projection Inpainting Using Partial Convolution for Metal Artifact Reduction
Lin YuanYixing HuangAndreas Maier
2020-05-02
The AVA-Kinetics Localized Human Actions Video Dataset
Ang LiMeghana ThotakuriDavid A. RossJoão CarreiraAlexander VostrikovAndrew Zisserman
2020-05-01
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training
Linjie LiYen-Chun ChenYu ChengZhe GanLicheng YuJingjing Liu
2020-05-01
A Transformer-based Approach for Source Code Summarization
| Wasi Uddin AhmadSaikat ChakrabortyBaishakhi RayKai-Wei Chang
2020-05-01
Multi-scale Transformer Language Models
Sandeep SubramanianRonan CollobertMarc'Aurelio RanzatoY-Lan Boureau
2020-05-01
Event Clustering within News Articles
Faik Kerem {\"O}rsS{\"u}veyda YeniterziReyyan Yeniterzi
2020-05-01
Detecting Direct Speech in Multilingual Collection of 19th-century Novels
Joanna ByszukMicha{\l} Wo{\'z}niakMike KestemontAlbert Le{\'s}niakWojciech {\L}ukasikArtjoms {\v{S}}e{\c{l}}aMaciej Eder
2020-05-01
ASU\_OPTO at OSACT4 - Offensive Language Detection for Arabic text
Amr KelegSamhaa R. El-BeltagyMahmoud Khalil
2020-05-01
Scaling Language Data Import/Export with a Data Transformer Interface
Nicholas BuckeridgeBen Foley
2020-05-01
Aggression Identification in Social Media: a Transfer Learning Based Approach
RamiFaneva risoaJosiane Mothe
2020-05-01
IRIT at TRAC 2020
RamiFaneva risoaJosiane Mothe
2020-05-01
Multilingual Joint Fine-tuning of Transformer models for identifying Trolling, Aggression and Cyberbullying at TRAC 2020
| Sudhanshu MishraShivangi PrasadShubhanshu Mishra
2020-05-01
On the Influence of Coreference Resolution on Word Embeddings in Lexical-semantic Evaluation Tasks
Alex HenleinerAlex Mehlerer
2020-05-01
Chinese Discourse Parsing: Model and Evaluation
Lin Chuan-AnShyh-Shiun HungHen-Hsen HuangHsin-Hsi Chen
2020-05-01
DecOp: A Multilingual and Multi-domain Corpus For Detecting Deception In Typed Text
Pasquale CapuozzoIvano LauriolaCarlo StrapparavaFabio AiolliGiuseppe Sartori
2020-05-01
Paraphrase Generation and Evaluation on Colloquial-Style Sentences
Eetu Sj{\"o}blomMathias CreutzYves 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 LacalleXabier SaralegiI{\~n}aki San Vicente
2020-05-01
Linguistically Informed Hindi-English Neural Machine Translation
Vikrant GoyalPruthwik MishraDipti Misra Sharma
2020-05-01
Corpora for Document-Level Neural Machine Translation
Siyou LiuXiaojun Zhang
2020-05-01
Exploring Transformer Text Generation for Medical Dataset Augmentation
Ali Amin-NejadJulia IveSumithra 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}rZijian Gy{\H{o}}z{\H{o}} YangAttila Nov{\'a}k
2020-05-01
ParlVote: A Corpus for Sentiment Analysis of Political Debates
Gavin AbercrombieRiza Batista-Navarro
2020-05-01
Cross-lingual and Cross-domain Evaluation of Machine Reading Comprehension with Squad and CALOR-Quest Corpora
Delphine CharletGeraldine DamnatiFrederic Bechetgabriel marzinottoJohannes Heinecke
2020-05-01
Contextualized Embeddings based Transformer Encoder for Sentence Similarity Modeling in Answer Selection Task
| Md Tahmid Rahman LaskarJimmy Xiangji HuangEnamul Hoque
2020-05-01
Evaluation of Dataset Selection for Pre-Training and Fine-Tuning Transformer Language Models for Clinical Question Answering
Sarvesh SoniKirk Roberts
2020-05-01
Minority Positive Sampling for Switching Points - an Anecdote for the Code-Mixing Language Modeling
Arindam ChatterjereVineeth GupthaParul ChopraAmitava Das
2020-05-01
Seq2SeqPy: A Lightweight and Customizable Toolkit for Neural Sequence-to-Sequence Modeling
Raheel QaderFran{\c{c}}ois PortetCyril Labbe
2020-05-01
Deeply Cascaded U-Net for Multi-Task Image Processing
Ilja GubinsRemco C. Veltkamp
2020-05-01
A cascade network for Detecting COVID-19 using chest x-rays
Dailin LvWuteng QiYunxiang LiLingling SunYaqi Wang
2020-05-01
SegaBERT: Pre-training of Segment-aware BERT for Language Understanding
He BaiPeng ShiJimmy LinLuchen TanKun XiongWen GaoMing Li
2020-04-30
Addressing Zero-Resource Domains Using Document-Level Context in Neural Machine Translation
Dario StojanovskiAlexander Fraser
2020-04-30
Progressive Transformers for End-to-End Sign Language Production
| Ben SaundersNecati Cihan CamgozRichard Bowden
2020-04-30
Accurate Word Alignment Induction from Neural Machine Translation
Yun ChenYang LiuGuanhua ChenXin JiangQun Liu
2020-04-30
Character-Level Translation with Self-attention
Yingqiang GaoNikola I. NikolovYuhuang HuRichard H. R. Hahnloser
2020-04-30
Semantic Triple Encoder for Fast Open-Set Link Prediction
Bo WangTao ShenGuodong LongTianyi ZhouYi Chang
2020-04-30
Self-Supervised and Controlled Multi-Document Opinion Summarization
Hady ElsaharMaximin CoavouxMatthias GalléJos Rozen
2020-04-30
End-to-End Neural Word Alignment Outperforms GIZA++
Thomas ZenkelJoern WuebkerJohn DeNero
2020-04-30
Capsule-Transformer for Neural Machine Translation
Sufeng DuanJuncheng CaoHai Zhao
2020-04-30
Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging
Shigang LiTal Ben-NunGiorgi NadiradzeSalvatore Di GirolamoNikoli DrydenDan AlistarhTorsten Hoefler
2020-04-30
DSAC: Distributional Soft Actor Critic for Risk-Sensitive Reinforcement Learning
Xiaoteng MaLi XiaZhengyuan ZhouJun YangQianchuan Zhao
2020-04-30
Learning nonlinear dynamical systems from a single trajectory
Dylan J. FosterAlexander RakhlinTuhin Sarkar
2020-04-30
Feedback U-net for Cell Image Segmentation
Eisuke ShibuyaKazuhiro Hotta
2020-04-30
Towards Character-Level Transformer NMT by Finetuning Subword Systems
Jindřich LibovickýAlexander Fraser
2020-04-29
Efficient Document Re-Ranking for Transformers by Precomputing Term Representations
| Sean MacAvaneyFranco Maria NardiniRaffaele PeregoNicola TonellottoNazli GoharianOphir Frieder
2020-04-29
Image Captioning through Image Transformer
Sen HeWentong LiaoHamed R. TavakoliMichael YangBodo RosenhahnNicolas Pugeault
2020-04-29
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning
Alexandre TamborrinoNicola PellicanoBaptiste PannierPascal VoitotLouise Naudin
2020-04-29
Image Morphing with Perceptual Constraints and STN Alignment
Noa FishRichard ZhangLilach PerryDaniel Cohen-OrEli ShechtmanConnelly Barnes
2020-04-29
Multiresolution and Multimodal Speech Recognition with Transformers
Georgios ParaskevopoulosSrinivas ParthasarathyAparna KhareShiva Sundaram
2020-04-29
Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
Pranjal AwasthiNatalie FrankMehryar 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 GaoZhuyun DaiJamie Callan
2020-04-28
VD-BERT: A Unified Vision and Dialog Transformer with BERT
Yue WangShafiq JotyMichael R. LyuIrwin KingCaiming XiongSteven C. H. Hoi
2020-04-28
FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net
| Mina JafariRuizhe LiYue XingDorothee AuerSusan FrancisJonathan GaribaldiXin Chen
2020-04-28
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation
Mina JafariDorothee AuerSusan FrancisJonathan GaribaldiXin Chen
2020-04-28
Identification of Cervical Pathology using Adversarial Neural Networks
Abhilash NandyRachana SathishDebdoot Sheet
2020-04-28
Pyramid Attention Networks for Image Restoration
| Yiqun MeiYuchen FanYulun ZhangJiahui YuYuqian ZhouDing LiuYun FuThomas S. HuangHumphrey Shi
2020-04-28
Multi-Scale Boosted Dehazing Network with Dense Feature Fusion
| Hang DongJinshan PanLei XiangZhe HuXinyi ZhangFei WangMing-Hsuan Yang
2020-04-28
Deep Machine Learning Approach to Develop a New Asphalt Pavement Condition Index
Hamed MajidifardYaw Adu-GyamfiWilliam G. Buttlar
2020-04-28
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
| Ji XinRaphael TangJaejun LeeYaoliang YuJimmy Lin
2020-04-27
Augmenting Transformers with KNN-Based Composite Memory for Dialogue
Angela FanClaire GardentChloe BraudAntoine Bordes
2020-04-27
Lexically Constrained Neural Machine Translation with Levenshtein Transformer
| Raymond Hendy SusantoShamil ChollampattLiling Tan
2020-04-27
Explicitly Modeling Adaptive Depths for Transformer
Yijin LiuFandong MengJie ZhouYufeng ChenJinan Xu
2020-04-27
AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT
| Harrison X. BaiRobin WangZeng XiongBen HsiehKen ChangKasey HalseyThi My Linh TranJi Whae Choi