LSTM Explained | Papers With Code

Long Short-Term Memory

An LSTM is a type of recurrent neural network that addresses the vanishing gradient problem in vanilla RNNs through additional cells, input and output gates. Intuitively, vanishing gradients are solved through additional additive components, and forget gate activations, that allow the gradients to flow through the network without vanishing as quickly.

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(Introduced by Hochreiter and Schmidhuber)

Latest Papers

PAPER	DATE
Composer Style Classification of Piano Sheet Music Images Using Language Model Pretraining TJ Tsai • Kevin Ji	2020-07-29
Improving Results on Russian Sentiment Datasets \| Anton Golubev • Natalia Loukachevitch	2020-07-28
YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis Li Yuan • Jin Wang • Xuejie Zhang	2020-07-28
Water Quality Prediction on a Sigfox-compliant IoT Device: The Road Ahead of WaterS Pietro Boccadoro • Vitanio Daniele • Pietro Di Gennaro • Domenico Lofù • Pietro Tedeschi	2020-07-27
Active Learning for Video Description With Cluster-Regularized Ensemble Ranking David M. Chan • Sudheendra Vijayanarasimhan • David A. Ross • John Canny	2020-07-27
Semi-Supervised Learning with Data Augmentation for End-to-End ASR Felix Weninger • Franco Mana • Roberto Gemello • Jesús Andrés-Ferrer • Puming Zhan	2020-07-27
Regularized Flexible Activation Function Combinations for Deep Neural Networks Renlong Jie • Junbin Gao • Andrey Vasnev • Min-ngoc Tran	2020-07-26
NoPropaganda at SemEval-2020 Task 11: A Borrowed Approach to Sequence Tagging and Text Classification Ilya Dimov • Vladislav Korzun • Ivan Smurov	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
A Novel Ensemble Deep Learning Model for Stock Prediction Based on Stock Prices and News Yang Li • Yi Pan	2020-07-23
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory Tsung-Ming Tai • Yun-Jie Jhang • Zhen-Wei Liao • Kai-Chung Teng • Wen-Jyi Hwang	2020-07-22
Deep-VFX: Deep Action Recognition Driven VFX for Short Video Ao Luo • Ning Xie • Zhijia Tao • Feng Jiang	2020-07-22
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
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
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text \| Ayush Kumar • Harsh Agarwal • Keshav Bansal • Ashutosh Modi	2020-07-21
Unsupervised anomaly detection for discrete sequence healthcare data Victoria Snorovikhina • Alexey Zaytsev	2020-07-20
Translation Between Waves, wave2wave Tsuyoshi Okita • Hirotaka Hachiya • Sozo Inoue • Naonori Ueda	2020-07-20
Detecting the Insider Threat with Long Short Term Memory (LSTM) Neural Networks Eduardo Lopez • Kamran Sartipi	2020-07-20
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach Yi Liu • Sahil Garg • Jiangtian Nie • Yang Zhang • Zehui Xiong • Jiawen Kang • M. Shamim Hossain	2020-07-19
A Technical Report for VIPriors Image Classification Challenge Zhipeng Luo • Ge Li • Zhiguang Zhang	2020-07-17
Using LSTM and SARIMA Models to Forecast Cluster CPU Usage \| Langston Nashold • Rayan Krishnan	2020-07-16
Towards Debiasing Sentence Representations Paul Pu Liang • Irene Mengze Li • Emily Zheng • Yao Chong Lim • Ruslan Salakhutdinov • Louis-Philippe Morency	2020-07-16
Logic Constrained Pointer Networks for Interpretable Textual Similarity \| Subhadeep Maji • Rohan Kumar • Manish Bansal • Kalyani Roy • Pawan Goyal	2020-07-15
Detecting Deepfake Videos: An Analysis of Three Techniques Armaan Pishori • Brittany Rollins • Nicolas van Houten • Nisha Chatwani • Omar Uraimov	2020-07-15
Fashion-IQ 2020 Challenge 2nd Place Team's Solution Minchul Shin • Yoonjae Cho • Seongwuk Hong	2020-07-13
Term Revealing: Furthering Quantization at Run Time on Quantized DNNs H. T. Kung • Bradley McDanel • Sai Qian Zhang	2020-07-13
Transformer with Depth-Wise LSTM Hongfei Xu • Qiuhui Liu • Deyi Xiong • Josef van Genabith	2020-07-13
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments] \| Jinfeng Li • Yuliang Li • Xiaolan Wang • Wang-Chiew Tan	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
Mitigating backdoor attacks in LSTM-based Text Classification Systems by Backdoor Keyword Identification Chuanshuai Chen • Jiazhu Dai	2020-07-11
Long Short-Term Memory Spiking Networks and Their Applications Ali Lotfi Rezaabad • Sriram Vishwanath	2020-07-09
Exploring Heterogeneous Information Networks via Pre-Training Yang Fang • Xiang Zhao • Weidong Xiao	2020-07-07
Meta-active Learning in Probabilistically-Safe Optimization Mariah L. Schrum • Mark Connolly • Eric Cole • Mihir Ghetiya • Robert Gross • Matthew C. Gombolay	2020-07-07
Traffic Agent Trajectory Prediction Using Social Convolution and Attention Mechanism Tao Yang • Zhixiong Nan • He Zhang • Shitao Chen • Nanning Zheng	2020-07-06
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method Fatemeh Serpush • Mahdi Rezaei	2020-07-06
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods Sirin Haddad • Siew Kei Lam	2020-07-03
Bidirectional Encoder Representations from Transformers (BERT): A sentiment analysis odyssey Shivaji Alaparthi • Manit Mishra	2020-07-02
Understanding Road Layout from Videos as a Whole Buyu Liu • Bingbing Zhuang • Samuel Schulter • Pan Ji • Manmohan Chandraker	2020-07-02
Bayesian multilingual topic model for zero-shot cross-lingual topic identification Santosh Kesiraju • Sangeet Sagar • Ondřej Glembek • Lukáš Burget • Suryakanth V Gangashetty	2020-07-02
A Joint Model for Document Segmentation and Segment Labeling Joe Barrow • Rajiv Jain • Vlad Morariu • Varun Manjunatha • Douglas Oard • Philip Resnik	2020-07-01
Overestimation of Syntactic Representation in Neural Language Models Jordan Kodner • Nitish Gupta	2020-07-01
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks Sinong Wang • Madian Khabsa • Hao Ma	2020-07-01
Probing for Referential Information in Language Models Ionut-Teodor Sorodoc • Kristina Gulordava • Gemma Boleda	2020-07-01
Multi-Cell Compositional LSTM for NER Domain Adaptation Chen Jia • Yue Zhang	2020-07-01
Deep Learning-based Online Alternative Product Recommendations at Scale Mingming Guo • Nian Yan • Xiquan Cui • San He Wu • Unaiza Ahsan • Rebecca West • Khalifeh Al Jadda	2020-07-01
Detecting Sarcasm in Conversation Context Using Transformer-Based Models Adithya Avvaru • Sanath Vobilisetty • Radhika Mamidi	2020-07-01
Metaphor Detection Using Contextual Word Embeddings From Transformers Jerry Liu • Nathan O{'}Hara • Alex Rubin • er • Rachel Draelos • Cynthia Rudin	2020-07-01
Testing the role of metadata in metaphor identification Egon Stemle • Alex Onysko • er	2020-07-01
Sarcasm Detection Using an Ensemble Approach Jens Lemmens • Ben Burtenshaw • Ehsan Lotfi • Ilia Markov • Walter Daelemans	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
Statistical Deep Parsing for Spanish Using Neural Networks Luis Chiruzzo • Dina Wonsever	2020-07-01
Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT Ashutosh Adhikari • Achyudh Ram • Raphael Tang • William L. Hamilton • Jimmy Lin	2020-07-01
A Metric Learning Approach to Misogyny Categorization Juan Manuel Coria • Sahar Ghannay • Sophie Rosset • Herv{\'e} Bredin	2020-07-01
Supertagging with CCG primitives Aditya Bhargava • Gerald Penn	2020-07-01
The IMS--CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion Manuel Mager • Katharina Kann	2020-07-01
Token Level Identification of Multiword Expressions Using Contextual Information REYHANEH HASHEMPOUR • Aline Villavicencio	2020-07-01
A Study on the Influence of Architecture Complexity of RNNs for Intent Classification in E-Commerce Chats in Bahasa Indonesia Renny Pradina Kusumawardani • Muhammad Azzam	2020-07-01
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy Xiexiong Lin • Weiyu Jian • Jianshan He • Taifeng Wang • Wei Chu	2020-07-01
Simple and Effective Retrieve-Edit-Rerank Text Generation Nabil Hossain • Marjan Ghazvininejad • Luke Zettlemoyer	2020-07-01
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge Bowen Zhang • Min Yang • Xutao Li • Yunming Ye • Xiaofei Xu • Kuai Dai	2020-07-01
Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction Zhenkai Wei • Yu Hong • Bowei Zou • Meng Cheng • Jianmin YAO	2020-07-01
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings Rishi Bommasani • Kelly Davis • Claire Cardie	2020-07-01
Towards Debiasing Sentence Representations Paul Pu Liang • Irene Mengze Li • Emily Zheng • Yao Chong Lim • Ruslan Salakhutdinov • Louis-Philippe Morency	2020-07-01
Clinical Concept Linking with Contextualized Neural Representations Elliot Schumacher • Andriy Mulyar • Mark Dredze	2020-07-01
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models Pia Sommerauer	2020-07-01
Building a Japanese Typo Dataset from Wikipedia's Revision History Yu Tanaka • Yugo Murawaki • Daisuke Kawahara • Sadao Kurohashi	2020-07-01
Context-Aware Sarcasm Detection Using BERT Arup Baruah • Kaushik Das • Ferdous Barbhuiya • Kuntal Dey	2020-07-01
Character aware models with similarity learning for metaphor detection Tarun Kumar • Yashvardhan Sharma	2020-07-01
Integrating Graph-Based and Transition-Based Dependency Parsers in the Deep Contextualized Era Agnieszka Falenska • Anders Bj{\"o}rkelund • Jonas Kuhn	2020-07-01
Data Augmentation for Transformer-based G2P Zach Ryan • Mans Hulden	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
Integrating Multimodal Information in Large Pretrained Transformers Wasifur Rahman • Md Kamrul Hasan • Sangwu Lee • AmirAli Bagher Zadeh • Chengfeng Mao • Louis-Philippe Morency • Ehsan Hoque	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
Construction of confidence interval for a univariate stock price signal predicted through Long Short Term Memory Network Shankhyajyoti De • Arabin Kumar Dey • Deepak Gauda	2020-07-01
Multi-view Frequency LSTM: An Efficient Frontend for Automatic Speech Recognition Maarten Van Segbroeck • Harish Mallidih • Brian King • I-Fan Chen • Gurpreet Chadha • Roland Maas	2020-06-30
Intention-aware Residual Bidirectional LSTM for Long-term Pedestrian Trajectory Prediction Zhe Huang • Aamir Hasan • Katherine Driggs-Campbell	2020-06-30
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems Anirudh Goyal • Alex Lamb • Phanideep Gampa • Philippe Beaudoin • Sergey Levine • Charles Blundell • Yoshua Bengio • Michael Mozer	2020-06-29
Interpreting Hierarchical Linguistic Interactions in DNNs Die Zhang • Huilin Zhou • Xiaoyi Bao • Da Huo • Ruizhao Chen • Xu Cheng • Hao Zhang • Mengyue Wu • Quanshi Zhang	2020-06-29
Self-Attention Networks for Intent Detection Sevinj Yolchuyeva • Géza Németh • Bálint Gyires-Tóth	2020-06-28
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion Yujin Chen • Zhigang Tu • Di Kang • Ruizhi Chen • Linchao Bao • Zhengyou Zhang • Junsong Yuan	2020-06-28
An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification Xianglin Zheng • Zehong Cao • Quan Bai	2020-06-27
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming Xiaoming Li • Chun Wang • Xiao Huang • Yimin Nie	2020-06-26
What they do when in doubt: a study of inductive biases in seq2seq learners Eugene Kharitonov • Rahma Chaabouni	2020-06-26
Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems Nadarasar Bahavan • Navaratnarajah Suman • Sulhi Cader • Ruwinda Ranganayake • Damitha Seneviratne • Vinu Maddumage • Gershom Seneviratne • Yasinha Supun • Isuru Wijesiri • Suchitha Dehigaspitiya • Dumindu Tissera • Chamira Edussooriya	2020-06-25
DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors Wenbin Gao • Lei Zhang • Qi Teng • Hao Wu • Fuhong Min • Jun He	2020-06-25
Vision-Based Fall Event Detection in Complex Background Using Attention Guided Bi-directional LSTM Yong Chen • Lu Wang • Jiajia Hu • Mingbin Ye	2020-06-24
Object Tracking through Residual and Dense LSTMs Fabio Garcea • Alessandro Cucco • Lia Morra • Fabrizio Lamberti	2020-06-22
Seq2Seq and Joint Learning Based Unix Command Line Prediction System \| Thoudam Doren Singh • Abdullah Faiz Ur Rahman Khilji • Divyansha • Apoorva Vikram Singh • Surmila Thokchom • Sivaji Bandyopadhyay	2020-06-20
Evaluation Of Hidden Markov Models Using Deep CNN Features In Isolated Sign Recognition Anil Osman Tur • Hacer Yalim Keles	2020-06-19
Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images Zhen Yu • Jennifer Nguyen • Xiaojun Chang • John Kelly • Catriona Mclean • Lei Zhang • Victoria Mar • Zongyuan Ge	2020-06-19
Real-Time Prediction of BITCOIN Price using Machine Learning Techniques and Public Sentiment Analysis S M Raju • Ali Mohammad Tarif	2020-06-18
Neural Architecture Optimization with Graph VAE Jian Li • Yong Liu • Jiankun Liu • Weiping Wang	2020-06-18
Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition Zhaoqiang Xia • Wei Peng • Huai-Qian Khor • Xiaoyi Feng • Guoying Zhao	2020-06-17
SPARQL query generation for complex question answering with BERT and BiLSTM-based model \| Evseev D. A. • Arkhipov M. Yu.	2020-06-17
LSTM Networks for Music Generation Xin Xu	2020-06-16
Adaptive County Level COVID-19 Forecast Models: Analysis and Improvement Stewart W Doe • Tyler Russell Seekins • David Fitzpatrick • Dawsin Blanchard • Salimeh Yasaei Sekeh	2020-06-16
Cross-lingual Retrieval for Iterative Self-Supervised Training Chau Tran • Yuqing Tang • Xian Li • Jiatao Gu	2020-06-16
Differentially-private Federated Neural Architecture Search \| Ishika Singh • Haoyi Zhou • Kunlin Yang • Meng Ding • Bill Lin • Pengtao Xie	2020-06-16
SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning Gencer Sumbul • Sonali Nayak • Begüm Demir	2020-06-15
Learn to cycle: Time-consistent feature discovery for action recognition \| Alexandros Stergiou • Ronald Poppe # 1 ACTION CLASSIFICATION ON UCF101	2020-06-15
To Pretrain or Not to Pretrain: Examining the Benefits of Pretraining on Resource Rich Tasks Sinong Wang • Madian Khabsa • Hao Ma	2020-06-15
Neural Ensemble Search for Performant and Calibrated Predictions \| Sheheryar Zaidi • Arber Zela • Thomas Elsken • Chris Holmes • Frank Hutter • Yee Whye Teh	2020-06-15
Differentiable Neural Architecture Transformation for Reproducible Architecture Improvement Do-Guk Kim • Heung-Chang Lee	2020-06-15
PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network Antoine Alléon • Grégoire Jauvion • Boris Quennehen • David Lissmyr	2020-06-14
Equivalence in Deep Neural Networks via Conjugate Matrix Ensembles Mehmet Süzen	2020-06-14
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
Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel Binxin Ru • Xingchen Wan • Xiaowen Dong • Michael Osborne	2020-06-13
CBR-Net: Cascade Boundary Refinement Network for Action Detection: Submission to ActivityNet Challenge 2020 (Task 1) Xiang Wang • Baiteng Ma • Zhiwu Qing • Yongpeng Sang • Changxin Gao • Shiwei Zhang • Nong Sang	2020-06-13
GIPFA: Generating IPA Pronunciation from Audio \| Xavier Marjou	2020-06-13
Learning Effective Representations for Person-Job Fit by Feature Fusion Junshu Jiang • Songyun Ye • Wei Wang • Jingran Xu • Xiaosheng Luo	2020-06-12
MomentumRNN: Integrating Momentum into Recurrent Neural Networks \| Tan M. Nguyen • Richard G. Baraniuk • Andrea L. Bertozzi • Stanley J. Osher • Bao Wang	2020-06-12
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Shen Yan • Yu Zheng • Wei Ao • Xiao Zeng • Mi Zhang	2020-06-12
Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners Rob Geada • Dennis Prangle • Andrew Stephen McGough	2020-06-12
Recurrent Neural Networks for Handover Management in Next-Generation Self-Organized Networks Zoraze Ali • Marco Miozzo • Lorenza Giupponi • Paolo Dini • Stojan Denic • Stavroula Vassaki	2020-06-11
Attention improves concentration when learning node embeddings Matthew Dippel • Adam Kiezun • Tanay Mehta • Ravi Sundaram • Srikanth Thirumalai • Akshar Varma	2020-06-11
Learning to Learn Kernels with Variational Random Features Xiantong Zhen • Haoliang Sun • Yingjun Du • Jun Xu • Yilong Yin • Ling Shao • Cees Snoek	2020-06-11
Hypernetwork-Based Augmentation Chih-Yang Chen • Che-Han Chang • Edward Y. Chang	2020-06-11
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages Pedro Javier Ortiz Suárez • Laurent Romary • Benoît Sagot	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
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
Few-shot Neural Architecture Search Yiyang Zhao • Linnan Wang • Yuandong Tian • Rodrigo Fonseca • Tian Guo	2020-06-11
Extrapolation for Large-batch Training in Deep Learning Tao Lin • Lingjing Kong • Sebastian U. Stich • Martin Jaggi	2020-06-10
Unique Faces Recognition in Videos Jiahao Huo • Terence L van Zyl	2020-06-10
Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps \| Xianfeng Tang • Yozen Liu • Neil Shah • Xiaolin Shi • Prasenjit Mitra • Suhang Wang	2020-06-10
Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting Xiangyi Meng • Tong Yang	2020-06-10
AMER: Automatic Behavior Modeling and Interaction Exploration in Recommender System Pengyu Zhao • Kecheng Xiao • Yuanxing Zhang • Kaigui Bian • Wei Yan	2020-06-10
Tensor train decompositions on recurrent networks Alejandro Murua • Ramchalam Ramakrishnan • Xinlin Li • Rui Heng Yang • Vahid Partovi Nia	2020-06-09
Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks Rohan Thavarajah • Xiang Zhai • Zheren Ma • David Castineira	2020-06-09
Physically constrained short-term vehicle trajectory forecasting with naive semantic maps Albert Dulian • John C. Murray	2020-06-09
An Augmented Translation Technique for low Resource language pair: Sanskrit to Hindi translation Rashi Kumar • Piyush Jha • Vineet Sahula	2020-06-09
Multi-fidelity Generative Deep Learning Turbulent Flows Nicholas Geneva • Nicholas Zabaras	2020-06-08
Deep Stock Predictions Akash Doshi • Alexander Issa • Puneet Sachdeva • Sina Rafati • Somnath Rakshit	2020-06-08
Validating psychometric survey responses Alberto Mastrotto • Anderson Nelson • Dev Sharma • Ergeta Muca • Kristina Liapchin • Luis Losada • Mayur Bansal • Roman S. Samarev	2020-06-08
Copy that! Editing Sequences by Copying Spans Sheena Panthaplackel • Miltiadis Allamanis • Marc Brockschmidt	2020-06-08
Neural Architecture Search without Training \| Joseph Mellor • Jack Turner • Amos Storkey • Elliot J. Crowley	2020-06-08
Revisiting the Train Loss: an Efficient Performance Estimator for Neural Architecture Search Binxin Ru • Clare Lyle • Lisa Schut • Mark van der Wilk • Yarin Gal	2020-06-08
Fusion Recurrent Neural Network Yiwen Sun • Yulu Wang • Kun Fu • Zheng Wang • Changshui Zhang • Jieping Ye	2020-06-07
Efficient Architecture Search for Continual Learning Qiang Gao • Zhipeng Luo • Diego Klabjan	2020-06-07
Do RNN and LSTM have Long Memory? \| Jingyu Zhao • Feiqing Huang • Jia Lv • Yanjie Duan • Zhen Qin • Guodong Li • Guangjian Tian	2020-06-06
Conditional Neural Architecture Search Sheng-Chun Kao • Arun Ramamurthy • Reed Williams • Tushar Krishna	2020-06-06
Time Series Analysis and Forecasting of COVID-19 Cases Using LSTM and ARIMA Models Arko Barman	2020-06-05
Learning to Rank Learning Curves Martin Wistuba • Tejaswini Pedapati	2020-06-05
Transfer Learning for British Sign Language Modelling Boris Mocialov • Graham Turner • Helen Hastie	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
A multimodal approach for multi-label movie genre classification Rafael B. Mangolin • Rodolfo M. Pereira • Alceu S. Britto Jr. • Carlos N. Silla Jr. • Valéria D. Feltrim • Diego Bertolini • Yandre M. G. Costa	2020-06-01
Understanding Road Layout From Videos as a Whole Buyu Liu • Bingbing Zhuang • Samuel Schulter • Pan Ji • Manmohan Chandraker	2020-06-01
An Efficient PointLSTM for Point Clouds Based Gesture Recognition \| Yuecong Min • Yanxiao Zhang • Xiujuan Chai • Xilin Chen # 1 GESTURE RECOGNITION ON SHREC 2017 TRACK ON 3D HAND GESTURE RECOGNITION	2020-06-01
Density-Aware Feature Embedding for Face Clustering Senhui Guo • Jing Xu • Dapeng Chen • Chao Zhang • Xiaogang Wang • Rui Zhao	2020-06-01
A Spatial RNN Codec for End-to-End Image Compression Chaoyi Lin • Jiabao Yao • Fangdong Chen • Li Wang	2020-06-01
MemNAS: Memory-Efficient Neural Architecture Search With Grow-Trim Learning Peiye Liu • Bo Wu • Huadong Ma • Mingoo Seok	2020-06-01
All in One Bad Weather Removal Using Architectural Search Ruoteng Li • Robby T. Tan • Loong-Fah Cheong	2020-06-01
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization Miao Zhang • Huiqi Li • Shirui Pan • Xiaojun Chang • Steven Su	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
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS Gabriel Bender • Hanxiao Liu • Bo Chen • Grace Chu • Shuyang Cheng • Pieter-Jan Kindermans • Quoc V. Le	2020-06-01
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models Nikolay Arefyev • Boris Sheludko • Alexander Podolskiy • Alexander Panchenko	2020-05-29
On Incorporating Structural Information to improve Dialogue Response Generation \| Nikita Moghe • Priyesh Vijayan • Balaraman Ravindran • Mitesh M. Khapra	2020-05-28
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking Tianyang Xu • Zhen-Hua Feng • Xiao-Jun Wu • Josef Kittler	2020-05-27
Evolutionary NAS with Gene Expression Programming of Cellular Encoding \| Clifford Broni-Bediako • Yuki Murata • Luiz Henrique Mormille • Masayasu Atsumi	2020-05-27
An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images Mohammed Ahmed • Hongbo Du • Alaa AlZoubi	2020-05-27
Comparison of Recurrent Neural Network Architectures for Wildfire Spread Modelling Rylan Perumal • Terence L van Zyl	2020-05-26
Policy-Driven Neural Response Generation for Knowledge-Grounded Dialogue Systems Behnam Hedayatnia • Karthik Gopalakrishnan • Seokhwan Kim • Yang Liu • Mihail Eric • Dilek Hakkani-Tur	2020-05-26
BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection \| Jihyung Moon • Won Ik Cho • Junbum Lee	2020-05-26
Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks Oguzhan Karaahmetoglu • Fatih Ilhan • Ismail Balaban • Suleyman Serdar Kozat	2020-05-25
The IMS-CUBoulder System for the SIGMORPHON 2020 Shared Task on Unsupervised Morphological Paradigm Completion Manuel Mager • Katharina Kann	2020-05-25
Deep Learning Models for Automatic Summarization Pirmin Lemberger	2020-05-25
AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization Dongjun Wei • Yaxin Liu • Fuqing Zhu • Liangjun Zang • Wei Zhou • Yijun Lu • Songlin Hu	2020-05-25
Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values Zhiyong Cui • Ruimin Ke • Ziyuan Pu • Yinhai Wang	2020-05-24
Forecasting the Spread of Covid-19 Under Control Scenarios Using LSTM and Dynamic Behavioral Models Seid Miad Zandavi • Taha Hossein Rashidi • Fatemeh Vafaee	2020-05-24
Stronger Baselines for Grammatical Error Correction Using Pretrained Encoder-Decoder Model Satoru Katsumata • Mamoru Komachi	2020-05-24
MASK: A flexible framework to facilitate de-identification of clinical texts Nikola Milosevic • Gangamma Kalappa • Hesam Dadafarin • Mahmoud Azimaee • Goran Nenadic	2020-05-24
A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans Nhan T. Nguyen • Dat Q. Tran • Nghia T. Nguyen • Ha Q. Nguyen	2020-05-22
A Tree Architecture of LSTM Networks for Sequential Regression with Missing Data S. Onur Sahin • Suleyman S. Kozat	2020-05-22
Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning Hanchu Zhang • Leonhard Hennig • Christoph Alt • Changjian Hu • Yao Meng • Chao Wang	2020-05-22
Investigating Label Bias in Beam Search for Open-ended Text Generation Liang Wang • Jinlong Liu • Jingming Liu	2020-05-22
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Patrick Lewis • Ethan Perez • Aleksandara Piktus • Fabio Petroni • Vladimir Karpukhin • Naman Goyal • Heinrich Küttler • Mike Lewis • Wen-tau Yih • Tim Rocktäschel • Sebastian Riedel • Douwe Kiela	2020-05-22
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
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy Ronghao Guo • Chen Lin • Chuming Li • Keyu Tian • Ming Sun • Lu Sheng • Junjie Yan	2020-05-21
Fluent Response Generation for Conversational Question Answering \| Ashutosh Baheti • Alan Ritter • Kevin Small	2020-05-21
An LSTM approach to Forecast Migration using Google Trends \| Nicolas Golenvaux • Pablo Gonzalez Alvarez • Harold Silvère Kiossou • Pierre Schaus	2020-05-20
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
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting Hong-Bin Liu • Ickjai Lee	2020-05-19
Quaternion Neural Networks for Multi-channel Distant Speech Recognition Xinchi Qiu • Titouan Parcollet • Mirco Ravanelli • Nicholas Lane • Mohamed Morchid	2020-05-18
P-SIF: Document Embeddings Using Partition Averaging \| Vivek Gupta • Ankit Saw • Pegah Nokhiz • Praneeth Netrapalli • Piyush Rai • Partha Talukdar	2020-05-18
Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation Taiyu Zhu • Kezhi Li • Pau Herrero • Pantelis Georgiou	2020-05-18
Separation of Memory and Processing in Dual Recurrent Neural Networks Christian Oliva • Luis F. Lago-Fernández	2020-05-17
Automatic Dialogic Instruction Detection for K-12 Online One-on-one Classes Shiting Xu • Wenbiao Ding • Zitao Liu	2020-05-16
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen • Bernd T. Meyer	2020-05-15
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model Da-Rong Liu • Chunxi Liu • Frank Zhang • Gabriel Synnaeve • Yatharth Saraf • Geoffrey Zweig	2020-05-15
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach \| Jeovane Honorio Alves • Lucas Ferrari de Oliveira	2020-05-15
HNAS: Hierarchical Neural Architecture Search on Mobile Devices Xin Xia • Wenrui Ding	2020-05-15
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to tackle Internet Humor Steve Durairaj Swamy • Shubham Laddha • Basil Abdussalam • Debayan Datta • Anupam Jamatia	2020-05-14
An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition Gizem Aras • Didem Makaroglu • Seniz Demir • Altan Cakir	2020-05-14
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging Feifan Wang	2020-05-13
Fostering Event Compression using Gated Surprise Dania Humaidan • Sebastian Otte • Martin V. Butz	2020-05-12
On the Robustness of Language Encoders against Grammatical Errors Fan Yin • Quanyu Long • Tao Meng • Kai-Wei Chang	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
Online Monaural Speech Enhancement Using Delayed Subband LSTM \| Xiaofei Li • Radu Horaud	2020-05-11
COVID-19 growth prediction using multivariate long short term memory \| Novanto Yudistira	2020-05-10
Distributed Fine-Grained Traffic Speed Prediction for Large-Scale Transportation Networks based on Automatic LSTM Customization and Sharing Ming-Chang Lee • Jia-Chun Lin • Ernst Gunnar Gran	2020-05-10
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition Miao Yin • Siyu Liao • Xiao-Yang Liu • Xiaodong Wang • Bo Yuan	2020-05-09
AutoCLINT: The Winning Method in AutoCV Challenge 2019 \| Woonhyuk Baek • Ildoo Kim • Sungwoong Kim • Sungbin Lim	2020-05-09
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation Gustavo Aguilar • Sudipta Kar • Thamar Solorio	2020-05-09
Sentiment Analysis Using Simplified Long Short-term Memory Recurrent Neural Networks Karthik Gopalakrishnan • Fathi M. Salem	2020-05-08
An Effective Dynamic Spatio-temporal Framework with Multi-Source Information for Traffic Prediction Jichen Wang • Weiguo Zhu • Yongqi Sun • Chunzi Tian	2020-05-08
Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking Puhai Yang • Heyan Huang • Xian-Ling Mao	2020-05-08
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions Yuhong Li • Cong Hao • Xiaofan Zhang • Xinheng Liu • Yao Chen • Jinjun Xiong • Wen-mei Hwu • Deming Chen	2020-05-06
Long short-term memory networks and laglasso for bond yield forecasting: Peeping inside the black box Manuel Nunes • Enrico Gerding • Frank McGroarty • Mahesan Niranjan	2020-05-05
Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang • Mounica Maddela • Wuwei Lan • Yang Zhong • Wei Xu	2020-05-05
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou • Liangyu Chen • Jiachen Liu • Xinyan Xiao • Jinsong Su • Sheng Guo • Hua Wu	2020-05-05
Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos Ramy Mounir • Roman Gula • Jörn Theuerkauf • Sudeep Sarkar	2020-05-05
Distributional Discrepancy: A Metric for Unconditional Text Generation \| Ping Cai • Xingyuan Chen • Peng Jin • Hongjun Wang • Tianrui Li	2020-05-04
Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words Josef Klafka • Allyson Ettinger	2020-05-04
Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video \| Antonino Furnari • Giovanni Maria Farinella	2020-05-04
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models Kaiji Lu • Piotr Mardziel • Klas Leino • Matt Fedrikson • Anupam Datta	2020-05-03
On the Generalization Effects of Linear Transformations in Data Augmentation \| Sen Wu • Hongyang R. Zhang • Gregory Valiant • Christopher Ré	2020-05-02
Bipartite Flat-Graph Network for Nested Named Entity Recognition \| Ying Luo • Hai Zhao # 5 NAMED ENTITY RECOGNITION ON GENIA	2020-05-01
Multi-head Monotonic Chunkwise Attention For Online Speech Recognition Baiji Liu • Songjun Cao • Sining Sun • Weibin Zhang • Long Ma	2020-05-01
Cross-Linguistic Syntactic Evaluation of Word Prediction Models \| Aaron Mueller • Garrett Nicolai • Panayiota Petrou-Zeniou • Natalia Talmina • Tal Linzen	2020-05-01
Recurrent neural networks and Koopman-based frameworks for temporal predictions in turbulence Hamidreza Eivazi • Luca Guastoni • Philipp Schlatter • Hossein Azizpour • Ricardo Vinuesa	2020-05-01
UNIOR NLP at MWSA Task - GlobaLex 2020: Siamese LSTM with Attention for Word Sense Alignment Raffaele Manna • Giulia Speranza • Maria Pia di Buono • Johanna Monti	2020-05-01
[email protected]: Retrofitting Word Embeddings on an Abusive Lexicon for Aggressive Language Detection Anna Koufakou • Valerio Basile • Viviana Patti	2020-05-01
AI\_ML\_NIT\_Patna @ TRAC - 2: Deep Learning Approach for Multi-lingual Aggression Identification Kirti Kumari • Jyoti Prakash Singh	2020-05-01
Affection Driven Neural Networks for Sentiment Analysis Rong Xiang • Yunfei Long • Mingyu Wan • Jinghang Gu • Qin Lu • Chu-Ren Huang	2020-05-01
Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization Abhinav Kumar • Barbara Di Eugenio • Jillian Aurisano • Andrew Johnson	2020-05-01
Which Model Should We Use for a Real-World Conversational Dialogue System? a Cross-Language Relevance Model or a Deep Neural Net? Seyed Hossein Alavi • Anton Leuski • David Traum	2020-05-01
Class-based LSTM Russian Language Model with Linguistic Information Irina Kipyatkova • Alexey Karpov	2020-05-01
Automatic Transcription Challenges for Inuktitut, a Low-Resource Polysynthetic Language Vishwa Gupta • Gilles Boulianne	2020-05-01
Evaluating Sentence Segmentation in Different Datasets of Neuropsychological Language Tests in Brazilian Portuguese Edresson Casanova • Marcos Treviso • Lilian H{\"u}bner • S Alu{\'\i}sio • ra	2020-05-01
Irony Detection in Persian Language: A Transfer Learning Approach Using Emoji Prediction Preni Golazizian • Behnam Sabeti • Seyed Arad Ashrafi Asli • Zahra Majdabadi • Omid Momenzadeh • reza fahmi	2020-05-01
Czech Historical Named Entity Corpus v 1.0 Helena Hubkov{\'a} • Pavel Kral • Eva Pettersson	2020-05-01
Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features Vijini Liyanage • Surangika Ranathunga	2020-05-01
Parsing as Tagging Robert Vacareanu • George Caique Gouveia Barbosa • Marco A. Valenzuela-Esc{\'a}rcega • Mihai Surdeanu	2020-05-01
Integrating Disfluency-based and Prosodic Features with Acoustics in Automatic Fluency Evaluation of Spontaneous Speech Huaijin Deng • Youchao Lin • Takehito Utsuro • Akio Kobayashi • Hiromitsu Nishizaki • Junichi Hoshino	2020-05-01
Analyzing ELMo and DistilBERT on Socio-political News Classification Berfu B{\"u}y{\"u}k{\"o}z • Ali H{\"u}rriyeto{\u{g}}lu • Arzucan {\"O}zg{\"u}r	2020-05-01
French Contextualized Word-Embeddings with a sip of CaBeRnet: a New French Balanced Reference Corpus Murielle Popa-Fabre • Pedro Javier Ortiz Su{\'a}rez • Beno{\^\i}t Sagot • {\'E}ric de la Clergerie	2020-05-01
A Gradient Boosting-Seq2Seq System for Latin POS Tagging and Lemmatization Celano Giuseppe	2020-05-01
From Arabic Sentiment Analysis to Sarcasm Detection: The ArSarcasm Dataset Ibrahim Abu Farha • Walid Magdy	2020-05-01
``A Passage to India'': Pre-trained Word Embeddings for Indian Languages Saurav Kumar • Saunack Kumar • Diptesh Kanojia • Pushpak Bhattacharyya	2020-05-01
MTSI-BERT: A Session-aware Knowledge-based Conversational Agent \| Matteo Antonio Senese • Giuseppe Rizzo • Mauro Dragoni • Maurizio Morisio	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
Facilitating Corpus Usage: Making Icelandic Corpora More Accessible for Researchers and Language Users Stein{\th}{\'o}r Steingr{\'\i}msson • Starka{\dh}ur Barkarson • Gunnar Thor {\"O}rn{\'o}lfsson	2020-05-01
Hedwig: A Named Entity Linker Marcus Klang • Pierre Nugues	2020-05-01
High Quality ELMo Embeddings for Seven Less-Resourced Languages Matej Ul{\v{c}}ar • Marko Robnik-{\v{S}}ikonja	2020-05-01
Is Language Modeling Enough? Evaluating Effective Embedding Combinations Rudolf Schneider • Tom Oberhauser • Paul Grundmann • Felix Alex Gers • er • Alex Loeser • er • Steffen Staab	2020-05-01
Dependency Parsing for Urdu: Resources, Conversions and Learning Toqeer Ehsan • Miriam Butt	2020-05-01
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations Hugo Gon{\c{c}}alo Oliveira • Jo{\~a}o Ferreira • Jos{\'e} Santos • Pedro Fialho • Ricardo Rodrigues • Luisa Coheur • Ana Alves	2020-05-01
Improving Neural Metaphor Detection with Visual Datasets Gitit Kehat • James Pustejovsky	2020-05-01
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words Prafulla Kumar Choubey • Ruihong Huang	2020-05-01
Text Categorization for Conflict Event Annotation Fredrik Olsson • Magnus Sahlgren • Fehmi ben Abdesslem • Ariel Ekgren • Kristine Eck	2020-05-01
Offensive language detection in Arabic using ULMFiT Mohamed Abdellatif • Ahmed Elgammal	2020-05-01
Evaluation Metrics for Headline Generation Using Deep Pre-Trained Embeddings Abdul Moeed • Yang An • Gerhard Hagerer • Georg Groh	2020-05-01
KLEJ: Comprehensive Benchmark for Polish Language Understanding \| Piotr Rybak • Robert Mroczkowski • Janusz Tracz • Ireneusz Gawlik	2020-05-01
SciREX: A Challenge Dataset for Document-Level Information Extraction \| Sarthak Jain • Madeleine van Zuylen • Hannaneh Hajishirzi • Iz Beltagy	2020-05-01
The role of context in neural pitch accent detection in English Elizabeth Nielsen • Mark Steedman • Sharon Goldwater	2020-04-30
Feedback U-net for Cell Image Segmentation Eisuke Shibuya • Kazuhiro Hotta	2020-04-30
Attribution Analysis of Grammatical Dependencies in LSTMs Yiding Hao	2020-04-30
Context based Text-generation using LSTM networks Sivasurya Santhanam	2020-04-30
Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Momchil Hardalov • Ivan Koychev • Preslav Nakov	2020-04-30
Interpretable Entity Representations through Large-Scale Typing Yasumasa Onoe • Greg Durrett	2020-04-30
Towards Transparent and Explainable Attention Models \| Akash Kumar Mohankumar • Preksha Nema • Sharan Narasimhan • Mitesh M. Khapra • Balaji Vasan Srinivasan • Balaraman Ravindran	2020-04-29
Mining Message Flows using Recurrent Neural Networks for System-on-Chip Designs Yuting Cao • Parijat Mukherjee • Mahesh Ketkar • Jin Yang • Hao Zheng	2020-04-29
Do Neural Language Models Show Preferences for Syntactic Formalisms? Artur Kulmizev • Vinit Ravishankar • Mostafa Abdou • Joakim Nivre	2020-04-29
Asking without Telling: Exploring Latent Ontologies in Contextual Representations Julian Michael • Jan A. Botha • Ian Tenney	2020-04-29
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images Matthew Purri • Kristin Dana	2020-04-29
SCELMo: Source Code Embeddings from Language Models Rafael - Michael Karampatsis • Charles Sutton	2020-04-28
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis Hu Xu • Bing Liu • Lei Shu • Philip S. Yu	2020-04-28
Word Interdependence Exposes How LSTMs Compose Representations Naomi Saphra • Adam Lopez	2020-04-27
Semi-Supervised Neural System for Tagging, Parsing and Lematization \| Piotr Rybak • Alina Wróblewska	2020-04-26
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching Zitong Yu • Xiaobai Li • Xuesong Niu • Jingang Shi • Guoying Zhao	2020-04-26
Deep Multimodal Neural Architecture Search Zhou Yu • Yuhao Cui • Jun Yu • Meng Wang • Dacheng Tao • Qi Tian	2020-04-25
Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach Hamed Jelodar • Yongli Wang • Rita Orji • Hucheng Huang	2020-04-24
Learning the grammar of prescription: recurrent neural network grammars for medication information extraction in clinical texts Ivan Lerner • Jordan Jouffroy • Anita Burgun • Antoine Neuraz	2020-04-24
Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition Parisa Fard Moshiri • Hojjat Navidan • Reza Shahbazian • Seyed Ali Ghorashi • David Windridge	2020-04-23
Supervised Contrastive Learning \| Prannay Khosla • Piotr Teterwak • Chen Wang • Aaron Sarna • Yonglong Tian • Phillip Isola • Aaron Maschinot • Ce Liu • Dilip Krishnan # 55 IMAGE CLASSIFICATION ON IMAGENET	2020-04-23
Depth-Wise Neural Architecture Search \| Artur Jordao • Fernando Akio • Maiko Lie • William Robson Schwartz	2020-04-23
Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting Paweł{ }Pełka • Grzegorz Dudek	2020-04-22
Learning to Classify Intents and Slot Labels Given a Handful of Examples Jason Krone • Yi Zhang • Mona Diab	2020-04-22
Forecasting directional movements of stock prices for intraday trading using LSTM and random forests \| Pushpendu Ghosh • Ariel Neufeld • Jajati Keshari Sahoo # 1 STOCK MARKET PREDICTION ON S&P 500	2020-04-21
ParkPredict: Motion and Intent Prediction of Vehicles in Parking Lots Xu Shen • Ivo Batkovic • Vijay Govindarajan • Paolo Falcone • Trevor Darrell • Francesco Borrelli	2020-04-21
Music Generation with Temporal Structure Augmentation Shakeel Raja	2020-04-21
Referring Image Segmentation by Generative Adversarial Learning Shuang Qiu • Yao Zhao • Jianbo Jiao • Yunchao Wei • Shikui Wei	2020-04-20
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification Seyed Ahmad Mirsalari • Sima Sinaei • Mostafa E. Salehi • Masoud Daneshtalab	2020-04-19
Multi-level Binarized LSTM in EEG Classification for Wearable Devices Najmeh Nazari • Seyed Ahmad Mirsalari • Sima Sinaei • Mostafa E. Salehi • Masoud Daneshtalab	2020-04-19
ResNeSt: Split-Attention Networks \| Hang Zhang • Chongruo Wu • Zhongyue Zhang • Yi Zhu • Zhi Zhang • Haibin Lin • Yue Sun • Tong He • Jonas Mueller • R. Manmatha • Mu Li • Alexander Smola # 1 SEMANTIC SEGMENTATION ON ADE20K	2020-04-19
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks Zhiyu Zhu • Zhen-Peng Bian • Junhui Hou • Yi Wang • Lap-Pui Chau	2020-04-19
A Formal Hierarchy of RNN Architectures William Merrill • Gail Weiss • Yoav Goldberg • Roy Schwartz • Noah A. Smith • Eran Yahav	2020-04-18
FedNAS: Federated Deep Learning via Neural Architecture Search \| Chaoyang He • Murali Annavaram • Salman Avestimehr	2020-04-18
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo • Dakai Jin • Zhuotun Zhu • Tsung-Ying Ho • Adam P. Harrison • Chun-Hung Chao • Jing Xiao • Alan Yuille • Chien-Yu Lin • Le Lu	2020-04-17
Investigating Efficient Learning and Compositionality in Generative LSTM Networks Sarah Fabi • Sebastian Otte • Jonas Gregor Wiese • Martin V. Butz	2020-04-16
Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning Lama Alfaseeh • Ran Tu • Bilal Farooq • Marianne Hatzopoulou	2020-04-16
Kvistur 2.0: a BiLSTM Compound Splitter for Icelandic Jón Friðrik Daðason • David Erik Mollberg • Hrafn Loftsson • Kristín Bjarnadóttir	2020-04-16
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li • Mikhail Khodak • Maria-Florina Balcan • Ameet Talwalkar	2020-04-16
Mosaic Super-resolution via Sequential Feature Pyramid Networks Mehrdad Shoeiby • Mohammad Ali Armin • Sadegh Aliakbarian • Saeed Anwar • Lars Petersson	2020-04-15
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models Siqi Liu	2020-04-15
Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach Manyou Ma • Vincent W. S. Wong	2020-04-15
Code Completion using Neural Attention and Byte Pair Encoding Youri Arkesteijn • Nikhil Saldanha • Bastijn Kostense	2020-04-14
Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images \| Hassan Abdallah • Asiri Liyanaarachchi • Maranda Saigh • Samantha Silvers • Suzan Arslanturk • Douglas J. Taatjes • Lars Larsson • Bhanu P. Jena • Domenico L. Gatti	2020-04-14
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis • Grigorios Tsoumakas # 5 TEXT SUMMARIZATION ON ARXIV	2020-04-13
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification Sricharan Vijayarangan • Balamurali Murugesan • Vignesh R • Preejith SP • Jayaraj Joseph • Mohansankar Sivaprakasam	2020-04-11
Bit-Parallel Vector Composability for Neural Acceleration Soroush Ghodrati • Hardik Sharma • Cliff Young • Nam Sung Kim • Hadi Esmaeilzadeh	2020-04-11
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus \| Javad PourMostafa Roshan Sharami • Parsa Abbasi Sarabestani • Seyed Abolghasem Mirroshandel	2020-04-11
On Error Correction Neural Networks for Economic Forecasting Mhlasakululeka Mvubu • Emmanuel Kabuga • Christian Plitz • Bubacarr Bah • Ronnie Becker • Hans Georg Zimmermann	2020-04-11
Improving Disfluency Detection by Self-Training a Self-Attentive Model \| Paria Jamshid Lou • Mark Johnson	2020-04-11
Overestimation of Syntactic Representationin Neural Language Models Jordan Kodner • Nitish Gupta	2020-04-10
ModuleNet: Knowledge-inherited Neural Architecture Search Yaran Chen • Ruiyuan Gao • Fenggang Liu • Dongbin Zhao	2020-04-10
Neural Networks Model for Travel Time Prediction Based on ODTravel Time Matrix Ayobami E. Adewale • Amnir Hadachi	2020-04-08
Dependency-Based Neural Representations for Classifying Lines of Programs Shashank Srikant • Nicolas Lesimple • Una-May O'Reilly	2020-04-08
DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement Tianda Li • Jia-Chen Gu • Xiaodan Zhu • Quan Liu • Zhen-Hua Ling • Zhiming Su • Si Wei	2020-04-08
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement Robert Rehr • Timo Gerkmann	2020-04-07
Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs Giorgio Giannone • Asha Anoosheh • Alessio Quaglino • Pierluca D'Oro • Marco Gallieri • Jonathan Masci	2020-04-07
Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation Bowen Wu • Huan Zhang • Mengyuan Li • Zongsheng Wang • Qihang Feng • Junhong Huang • Baoxun Wang	2020-04-07
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem Shucheng Li • Lingfei Wu • Shiwei Feng • Fangli Xu • Fengyuan Xu • Sheng Zhong	2020-04-07
A Neural Architecture Search based Framework for Liquid State Machine Design Shuo Tian • Lianhua Qu • Kai Hu • Nan Li • Lei Wang • Weixia Xu	2020-04-07
LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data Madhumitha Harishankar • Jun Han • Sai Vineeth Kalluru Srinivas • Faisal Alqarni • Shi Su • Shijia Pan • Hae Young Noh • Pei Zhang • Marco Gruteser • Patrick Tague	2020-04-06
Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification Jingpeng Zhao • Yinglong Ma	2020-04-06
Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency \| Xinglei Wang • Xuefeng Guan • Jun Cao • Na Zhang • Huayi Wu	2020-04-06
Locality Sensitive Hashing-based Sequence Alignment Using Deep Bidirectional LSTM Models Neda Tavakoli	2020-04-05
STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization Yanyan Zou • Xingxing Zhang • Wei Lu • Furu Wei • Ming Zhou	2020-04-04
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS Xuefei Ning • Yin Zheng • Tianchen Zhao • Yu Wang • Huazhong Yang	2020-04-04
Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware Christoph Ostrau • Jonas Homburg • Christian Klarhorst • Michael Thies • Ulrich Rückert	2020-04-03
The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment Wei Zhou • Wilfried Michel • Kazuki Irie • Markus Kitza • Ralf Schlüter • Hermann Ney	2020-04-02
TSception: A Deep Learning Framework for Emotion Detection Using EEG \| Yi Ding • Neethu Robinson • Qiuhao Zeng • Duo Chen • Aung Aung Phyo Wai • Tih-Shih Lee • Cuntai Guan	2020-04-02
High-Performance Long-Term Tracking with Meta-Updater \| Kenan Dai • Yunhua Zhang • Dong Wang • Jianhua Li • Huchuan Lu • Xiaoyun Yang	2020-04-01
Deep learning for Stock Market Prediction Mojtaba Nabipour • Pooyan Nayyeri • Hamed Jabani • Amir Mosavi	2020-03-31
Financial Market Trend Forecasting and Performance Analysis Using LSTM Jonghyeon Min	2020-03-31
UniformAugment: A Search-free Probabilistic Data Augmentation Approach \| Tom Ching LingChen • Ava Khonsari • Amirreza Lashkari • Mina Rafi Nazari • Jaspreet Singh Sambee • Mario A. Nascimento	2020-03-31
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation Peng Sun • Jiaxiang Wu • Songyuan Li • Peiwen Lin • Junzhou Huang • Xi Li	2020-03-31
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning \| Yuan Gao • Haoping Bai • Zequn Jie • Jiayi Ma • Kui Jia • Wei Liu	2020-03-31
Difference Attention Based Error Correction LSTM Model for Time Series Prediction Yuxuan Liu • Jiangyong Duan • Juan Meng	2020-03-30
TResNet: High Performance GPU-Dedicated Architecture \| Tal Ridnik • Hussam Lawen • Asaf Noy • Itamar Friedman • Emanuel Ben Baruch • Gilad Sharir # 1 MULTI-LABEL CLASSIFICATION ON MS-COCO	2020-03-30
DHP: Differentiable Meta Pruning via HyperNetworks \| Yawei Li • Shuhang Gu • Kai Zhang • Luc Van Gool • Radu Timofte	2020-03-30
A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting Grzegorz Dudek • Paweł Pełka • Slawek Smyl	2020-03-29
CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Network Qihang Yu • Yingwei Li • Jieru Mei • Yuyin Zhou • Alan L. Yuille	2020-03-28
Using LSTM to Translate French to Senegalese Local Languages: Wolof as a Case Study Lo Alla • Dione Cheikh Bamba • Nguer Elhadji Mamadou • Ba Sileye O. Ba • Lo Moussa	2020-03-27
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search Xiyang Dai • Dongdong Chen • Mengchen Liu • Yinpeng Chen • Lu Yuan	2020-03-27
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation \| Chaoyang He • Haishan Ye • Li Shen • Tong Zhang	2020-03-27
Are Labels Necessary for Neural Architecture Search? \| Chenxi Liu • Piotr Dollár • Kaiming He • Ross Girshick • Alan Yuille • Saining Xie	2020-03-26
A multivariate water quality parameter prediction model using recurrent neural network Dhruti Dheda • Ling Cheng	2020-03-25
SCATTER: Selective Context Attentional Scene Text Recognizer Ron Litman • Oron Anschel • Shahar Tsiper • Roee Litman • Shai Mazor • R. Manmatha	2020-03-25
Circumventing Outliers of AutoAugment with Knowledge Distillation Longhui Wei • An Xiao • Lingxi Xie • Xin Chen • Xiaopeng Zhang • Qi Tian # 10 IMAGE CLASSIFICATION ON IMAGENET	2020-03-25
ASFD: Automatic and Scalable Face Detector Bin Zhang • Jian Li • Yabiao Wang • Ying Tai • Chengjie Wang • Jilin Li • Feiyue Huang • Yili Xia • Wenjiang Pei • Rongrong Ji	2020-03-25
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks Tobias Czempiel • Magdalini Paschali • Matthias Keicher • Walter Simson • Hubertus Feussner • Seong Tae Kim • Nassir Navab	2020-03-24
Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach \| David Schindler • Benjamin Zapilko • Frank Krüger # 1 NAMED ENTITY RECOGNITION ON SOSCISOCI	2020-03-24
Felix: Flexible Text Editing Through Tagging and Insertion Jonathan Mallinson • Aliaksei Severyn • Eric Malmi • Guillermo Garrido	2020-03-24
Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learning Hiroki Ikeuchi • Akio Watanabe • Tsutomu Hirao • Makoto Morishita • Masaaki Nishino • Yoichi Matsuo • Keishiro Watanabe	2020-03-24
Model-based Asynchronous Hyperparameter and Neural Architecture Search Aaron Klein • Louis C. Tiao • Thibaut Lienart • Cedric Archambeau • Matthias Seeger	2020-03-24
High Performance Sequence-to-Sequence Model for Streaming Speech Recognition Thai-Son Nguyen • Ngoc-Quan Pham • Sebastian Stueker • Alex Waibel	2020-03-22
Semantic-based End-to-End Learning for Typhoon Intensity Prediction \| Hamada M. Zahera • Mohamed Ahmed Sherif • Axel Ngonga	2020-03-22
BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels Zan Shen • Jiang Qian • Bojin Zhuang • Shaojun Wang • Jing Xiao	2020-03-22
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing Ajay K. Gogineni • S. Swayamjyoti • Devadatta Sahoo • Kisor K. Sahu • Raj kishore	2020-03-21
FTT-NAS: Discovering Fault-Tolerant Neural Architecture Xuefei Ning • Guangjun Ge • Wenshuo Li • Zhenhua Zhu • Yin Zheng • Xiaoming Chen • Zhen Gao • Yu Wang • Huazhong Yang	2020-03-20
Efficiently Calibrating Cable-Driven Surgical Robots with RGBD Fiducial Sensing and Recurrent Neural Networks Minho Hwang • Brijen Thananjeyan • Samuel Paradis • Daniel Seita • Jeffrey Ichnowski • Danyal Fer • Thomas Low • Ken Goldberg	2020-03-19
GAN Compression: Efficient Architectures for Interactive Conditional GANs \| Muyang Li • Ji Lin • Yaoyao Ding • Zhijian Liu • Jun-Yan Zhu • Song Han	2020-03-19
Lifelong Learning with Searchable Extension Units \| Wenjin Wang • Yunqing Hu • Yin Zhang	2020-03-19
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries Han Yang • Xingjian Zhen • Ying Chi • Lei Zhang • Xian-Sheng Hua	2020-03-19
Transformer Networks for Trajectory Forecasting \| Francesco Giuliari • Irtiza Hasan • Marco Cristani • Fabio Galasso # 1 TRAJECTORY PREDICTION ON ETH/UCY	2020-03-18
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model Jinyu Li • Rui Zhao • Eric Sun • Jeremy H. M. Wong • Amit Das • Zhong Meng • Yifan Gong	2020-03-17
SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework Conrad James Foley • Sagar Vaze • Mohamed El Amine Seddiq • Alexey Unagaev • Natalia Efremova	2020-03-16
A Survey on Contextual Embeddings \| Qi Liu • Matt J. Kusner • Phil Blunsom	2020-03-16
Inference of Gas-liquid Flowrate using Neural Networks Akshay J. Dave • Annalisa Manera	2020-03-15
Finnish Language Modeling with Deep Transformer Models Abhilash Jain • Aku Ruohe • Stig-Arne Grönroos • Mikko Kurimo	2020-03-14
AutoSTR: Efficient Backbone Search for Scene Text Recognition Hui Zhang • Quanming Yao • Mingkun Yang • Yongchao Xu • Xiang Bai	2020-03-14
SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates Zhizhong Han • Guanhui Qiao • Yu-Shen Liu • Matthias Zwicker	2020-03-12
PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment \| Sian-Yao Huang • Wei-Ta Chu	2020-03-11
Adaptive Name Entity Recognition under Highly Unbalanced Data Thong Nguyen • Duy Nguyen • Pramod Rao	2020-03-10
Hierarchical Neural Architecture Search for Single Image Super-Resolution \| Yong Guo • Yongsheng Luo • Zhenhao He • Jin Huang • Jian Chen	2020-03-10
SuperMix: Supervising the Mixing Data Augmentation \| Ali Dabouei • Sobhan Soleymani • Fariborz Taherkhani • Nasser M. Nasrabadi	2020-03-10
DeepCP: Deep Learning Driven Cascade Prediction Based Autonomous Content Placement in Closed Social Network Qiong Wu • Muhong Wu • Xu Chen • Zhi Zhou • Kaiwen He • Liang Chen	2020-03-09
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading Mingshuang Luo • Shuang Yang • Shiguang Shan • Xilin Chen # 5 LIPREADING ON LRW-1000	2020-03-09
Searching Central Difference Convolutional Networks for Face Anti-Spoofing \| Zitong Yu • Chenxu Zhao • Zezheng Wang • Yunxiao Qin • Zhuo Su • Xiaobai Li • Feng Zhou • Guoying Zhao	2020-03-09
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS Kaicheng Yu • Rene Ranftl • Mathieu Salzmann	2020-03-09
DADA: Differentiable Automatic Data Augmentation \| Yonggang Li • Guosheng Hu • Yongtao Wang • Timothy Hospedales • Neil M. Robertson • Yongxin Yang	2020-03-08
A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction Huimin Zhang • Yafei Wang • Junjia Liu • Chengwei Li • Taiyuan Ma • Chengliang Yin	2020-03-07
Grid Cells Are Ubiquitous in Neural Networks Li Songlin • Deng Yangdong • Wang Zhihua	2020-03-07
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search Haoyu Zhang • Yaochu Jin • Ran Cheng • Kuangrong Hao	2020-03-07
Accelerator-aware Neural Network Design using AutoML Suyog Gupta • Berkin Akin	2020-03-05
Data Augmentation using Pre-trained Transformer Models \| Varun Kumar • Ashutosh Choudhary • Eunah Cho	2020-03-04
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices Byung Hoon Ahn • Jinwon Lee • Jamie Menjay Lin • Hsin-Pai Cheng • Jilei Hou • Hadi Esmaeilzadeh	2020-03-04
Real-time Federated Evolutionary Neural Architecture Search Hangyu Zhu • Yaochu Jin	2020-03-04
BATS: Binary ArchitecTure Search \| Adrian Bulat • Brais Martinez • Georgios Tzimiropoulos	2020-03-03
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation Wei Hao Khoong	2020-03-03
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search XuZhang • ChenjunZhou • BoGu	2020-03-03
Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier Michael Hammann • Maximilian Kraus • Sina Shafaei • Alois Knoll	2020-03-02
RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning Stefano Alletto • Shenyang Huang • Vincent Francois-Lavet • Yohei Nakata • Guillaume Rabusseau	2020-03-02
Tensor Networks for Probabilistic Sequence Modeling Jacob Miller • Guillaume Rabusseau • John Terilla	2020-03-02
Inferring the source of official texts: can SVM beat ULMFiT? \| Pedro Henrique Luz de Araujo • Teófilo Emidio de Campos • Marcelo Magalhães Silva de Sousa # 1 TEXT CLASSIFICATION ON DODF DATA	2020-03-02
Depth-Adaptive Graph Recurrent Network for Text Classification \| Yijin Liu • Fandong Meng • Yufeng Chen • Jinan Xu • Jie Zhou	2020-02-29
NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu • Xiaolong Jiang • Xuhui Liu • Baochang Zhang • Jungong Han • Xianbin Cao • David Doermann	2020-02-29
Two-Level Attention-based Fusion Learning for RGB-D Face Recognition Hardik Uppal • Alireza Sepas-Moghaddam • Michael Greenspan • Ali Etemad	2020-02-29
A Self-Tuning Actor-Critic Algorithm Tom Zahavy • Zhongwen Xu • Vivek Veeriah • Matteo Hessel • Junhyuk Oh • Hado van Hasselt • David Silver • Satinder Singh	2020-02-28
ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures \| Kefan Chen • Wei Pang	2020-02-28
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units Zhanzhan Cheng • Yunlu Xu • Mingjian Cheng • Yu Qiao • Shiliang Pu • Yi Niu • Fei Wu	2020-02-26
Sparse Sinkhorn Attention \| Yi Tay • Dara Bahri • Liu Yang • Donald Metzler • Da-Cheng Juan	2020-02-26
Non-Volatile Memory Array Based Quantization- and Noise-Resilient LSTM Neural Networks Wen Ma • Pi-Feng Chiu • Won Ho Choi • Minghai Qin • Daniel Bedau • Martin Lueker-Boden	2020-02-25
Searching for Winograd-aware Quantized Networks \| Javier Fernandez-Marques • Paul N. Whatmough • Andrew Mundy • Matthew Mattina	2020-02-25
Sketchformer: Transformer-based Representation for Sketched Structure \| Leo Sampaio Ferraz Ribeiro • Tu Bui • John Collomosse • Moacir Ponti	2020-02-24
Parsing Early Modern English for Linguistic Search Seth Kulick • Neville Ryant	2020-02-24
DIHARD II is Still Hard: Experimental Results and Discussions from the DKU-LENOVO Team Qingjian Lin • Weicheng Cai • Lin Yang • Junjie Wang • Jun Zhang • Ming Li	2020-02-23
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction Jiangpeng Yan • Shuo Chen • Yongbing Zhang • Xiu Li	2020-02-22
Convolutional Tensor-Train LSTM for Spatio-temporal Learning Jiahao Su • Wonmin Byeon • Jean Kossaifi • Furong Huang • Jan Kautz • Animashree Anandkumar	2020-02-21
Human Activity Recognition using Multi-Head CNN followed by LSTM Waqar Ahmad • Misbah Kazmi • Hazrat Ali	2020-02-21
Guider l'attention dans les modeles de sequence a sequence pour la prediction des actes de dialogue Pierre Colombo • Emile Chapuis • Matteo Manica • Emmanuel Vignon • Giovanna Varni • Chloe Clavel	2020-02-21
Brain Age Estimation Using LSTM on Children's Brain MRI Sheng He • Randy L. Gollub • Shawn N. Murphy • Juan David Perez • Sanjay Prabhu • Rudolph Pienaar • Richard L. Robertson • P. Ellen Grant • Yangming Ou	2020-02-20
Imputer: Sequence Modelling via Imputation and Dynamic Programming \| William Chan • Chitwan Saharia • Geoffrey Hinton • Mohammad Norouzi • Navdeep Jaitly	2020-02-20
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction Pierre Colombo • Emile Chapuis • Matteo Manica • Emmanuel Vignon • Giovanna Varni • Chloe Clavel	2020-02-20
MaxUp: A Simple Way to Improve Generalization of Neural Network Training Chengyue Gong • Tongzheng Ren • Mao Ye • Qiang Liu # 10 IMAGE CLASSIFICATION ON IMAGENET	2020-02-20
Neural Architecture Search For Fault Diagnosis Xudong Li • Yang Hu • Jianhua Zheng • Mingtao Li	2020-02-19
An enhanced Tree-LSTM architecture for sentence semantic modeling using typed dependencies Jeena Kleenankandy • K. A. Abdul Nazeer	2020-02-18
AdaEnsemble Learning Approach for Metro Passenger Flow Forecasting Shaolong Sun • Dongchuan Yang • Ju-e Guo • Shouyang Wang	2020-02-18
Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations \| Yichi Zhang • Ritchie Zhao • Weizhe Hua • Nayun Xu • G. Edward Suh • Zhiru Zhang	2020-02-17
How to 0wn NAS in Your Spare Time \| Sanghyun Hong • Michael Davinroy • Yiğitcan Kaya • Dana Dachman-Soled • Tudor Dumitraş	2020-02-17
Gaussian Smoothen Semantic Features (GSSF) -- Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework Chiranjib Sur	2020-02-16
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes Manh Huynh • Gita Alaghband	2020-02-16
Exploring Neural Models for Parsing Natural Language into First-Order Logic Hrituraj Singh • Milan Aggrawal • Balaji Krishnamurthy	2020-02-16
Federated Learning with Matched Averaging \| Hongyi Wang • Mikhail Yurochkin • Yuekai Sun • Dimitris Papailiopoulos • Yasaman Khazaeni	2020-02-15
Federated Neural Architecture Search Mengwei Xu • Yuxin Zhao • Kaigui Bian • Gang Huang • Qiaozhu Mei • Xuanzhe Liu	2020-02-15
Integrating Discrete and Neural Features via Mixed-feature Trans-dimensional Random Field Language Models Silin Gao • Zhijian Ou • Wei Yang • Huifang Xu	2020-02-14
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR Leda Sarı • Niko Moritz • Takaaki Hori • Jonathan Le Roux	2020-02-14
Sparse and Structured Visual Attention Pedro Henrique Martins • Vlad Niculae • Zita Marinho • André Martins	2020-02-13
MODRL/D-AM: Multiobjective Deep Reinforcement Learning Algorithm Using Decomposition and Attention Model for Multiobjective Optimization Hong Wu • Jiahai Wang • Zizhen Zhang	2020-02-13
Deep Transfer Learning for Physiological Signals Hugh Chen • Scott Lundberg • Gabe Erion • Jerry H. Kim • Su-In Lee	2020-02-12
To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing \| Aloïs Pourchot • Alexis Ducarouge • Olivier Sigaud	2020-02-11
Evaluating Sequence-to-Sequence Learning Models for If-Then Program Synthesis Dhairya Dalal • Byron V. Galbraith	2020-02-10
Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning Neha Singh • Nirmalya Roy • Aryya Gangopadhyay	2020-02-10
A Spike in Performance: Training Hybrid-Spiking Neural Networks with Quantized Activation Functions Aaron R. Voelker • Daniel Rasmussen • Chris Eliasmith	2020-02-10
On a scalable entropic breaching of the overfitting barrier in machine learning Illia Horenko	2020-02-08
HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention \| Qiming Bao • Lin Ni • Jiamou Liu	2020-02-08
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation Yihan Du • Yan Yan • Si Chen • Yang Hua	2020-02-07
High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory (LSTM) Networks Wei Li • Amin Kiaghadi • Clint N. Dawson	2020-02-07
FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations Ben Stevens • Tim Colonius	2020-02-07
DeepBrain: Towards Personalized EEG Interaction through Attentional and Embedded LSTM Learning Di Wu • Huayan Wan • Siping Liu • Weiren Yu • Zhanpeng Jin • Dakuo Wang	2020-02-06
Compositional Neural Machine Translation by Removing the Lexicon from Syntax Tristan Thrush	2020-02-06
Variational Depth Search in ResNets \| Javier Antorán • James Urquhart Allingham • José Miguel Hernández-Lobato	2020-02-06
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis Guangzhi Sun • Yu Zhang • Ron J. Weiss • Yuan Cao • Heiga Zen • Yonghui Wu	2020-02-06
Improving Efficiency in Large-Scale Decentralized Distributed Training Wei Zhang • Xiaodong Cui • Abdullah Kayi • Mingrui Liu • Ulrich Finkler • Brian Kingsbury • George Saon • Youssef Mroueh • Alper Buyuktosunoglu • Payel Das • David Kung • Michael Picheny	2020-02-04
Syntactically Look-Ahead Attention Network for Sentence Compression \| Hidetaka Kamigaito • Manabu Okumura # 1 SENTENCE COMPRESSION ON GOOGLE DATASET	2020-02-04
Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases Huawei Huang • Kangying Lin • Song Guo • Pan Zhou • Zibin Zheng	2020-02-03
Learning Contextualized Document Representations for Healthcare Answer Retrieval \| Sebastian Arnold • Betty van Aken • Paul Grundmann • Felix A. Gers • Alexander Löser	2020-02-03
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks \| Joonatan Mänttäri • Sofia Broomé • John Folkesson • Hedvig Kjellström	2020-02-02
WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss Rui Liu • Berrak Sisman • Feilong Bao • Guanglai Gao • Haizhou Li	2020-02-02
Model Extraction Attacks against Recurrent Neural Networks Tatsuya Takemura • Naoto Yanai • Toru Fujiwara	2020-02-01
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks Stavros Deligiannidis • Adonis Bogris • Charis Mesaritakis • Yannis Kopsinis	2020-01-31
Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs Tankut Can • Kamesh Krishnamurthy • David J. Schwab	2020-01-31
Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions Vasudha Kowtha • Vikramjit Mitra • Chris Bartels • Erik Marchi • Sue Booker • William Caruso • Sachin Kajarekar • Devang Naik	2020-01-31
Pseudo-Bidirectional Decoding for Local Sequence Transduction Wangchunshu Zhou • Tao Ge • Ke Xu	2020-01-31
Dual Convolutional LSTM Network for Referring Image Segmentation Linwei Ye • Zhi Liu • Yang Wang	2020-01-30
Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model Nihar Bendre • Nima Ebadi • John J Prevost • Paul Rad	2020-01-29
Audio-Visual Decision Fusion for WFST-based and seq2seq Models Rohith Aralikatti • Sharad Roy • Abhinav Thanda • Dilip Kumar Margam • Pujitha Appan Kandala • Tanay Sharma • Shankar M Venkatesan	2020-01-29
A Study of Pyramid Structure for Code Correction Shan Huang • Xiao Zhou • Sang Chin	2020-01-28
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng • Sai Sumanth Miryala • Chandra Khatri • Runze Wang • Huaixiu Zheng • Piero Molino • Mahdi Namazifar • Alexandros Papangelis • Hugh Williams • Franziska Bell • Gokhan Tur	2020-01-28
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search \| Arber Zela • Julien Siems • Frank Hutter	2020-01-28
Unsupervised Program Synthesis for Images using Tree-Structured LSTM Chenghui Zhou • Chun-Liang Li • Barnabas Poczos	2020-01-27
Intent Classification in Question-Answering Using LSTM Architectures Giovanni Di Gennaro • Amedeo Buonanno • Antonio Di Girolamo • Armando Ospedale • Francesco A. N. Palmieri	2020-01-25
Compressing Language Models using Doped Kronecker Products Urmish Thakker • Paul Whatmough • Matthew Mattina • Jesse Beu	2020-01-24
DALC: Distributed Automatic LSTM Customization for Fine-Grained Traffic Speed Prediction Ming-Chang Lee • Jia-Chun Lin	2020-01-24
Applying Recent Innovations from NLP to MOOC Student Course Trajectory Modeling Clarence Chen • Zachary Pardos	2020-01-23
Low-Complexity LSTM Training and Inference with FloatSD8 Weight Representation Yu-Tung Liu • Tzi-Dar Chiueh	2020-01-23
La Furca: Iterative Context-Aware End-to-End Monaural Speech Separation Based on Dual-Path Deep Parallel Inter-Intra Bi-LSTM with Attention Ziqiang Shi • Rujie Liu • Jiqing Han	2020-01-23
Multi-objective Neural Architecture Search via Non-stationary Policy Gradient Zewei Chen • Fengwei Zhou • George Trimponias • Zhenguo Li	2020-01-23
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation \| Nikhil Goyal • Harsh Vardhan Jain • Sayan Ranu	2020-01-22
Transition-Based Dependency Parsing using Perceptron Learner Rahul Radhakrishnan Iyer • Miguel Ballesteros • Chris Dyer • Robert Frederking	2020-01-22
A hybrid model based on deep LSTM for predicting high-dimensional chaotic systems Youming Lei • Jian Hu • Jianpeng Ding	2020-01-21
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300 Zoltán Tüske • George Saon • Kartik Audhkhasi • Brian Kingsbury	2020-01-20
Deep Learning for Hindi Text Classification: A Comparison Ramchandra Joshi • Purvi Goel • Raviraj Joshi	2020-01-19
BNAS:An Efficient Neural Architecture Search Approach Using Broad Scalable Architecture Zixiang Ding • Yaran Chen • Nannan Li • Dongbin Zhao Zhiquan Sun • C. L. Philip Chen	2020-01-18
Evolutionary Neural Architecture Search for Retinal Vessel Segmentation Zhun Fan • Jiahong Wei • Guijie Zhu • Jiajie Mo • Wenji Li	2020-01-18
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network \| Jungkyu Lee • Taeryun Won • Tae Kwan Lee • Hyemin Lee • Geonmo Gu • Kiho Hong # 1 FINE-GRAINED IMAGE CLASSIFICATION ON SOP	2020-01-17
Latency-Aware Differentiable Neural Architecture Search Yuhui Xu • Lingxi Xie • Xiaopeng Zhang • Xin Chen • Bowen Shi • Qi Tian • Hongkai Xiong	2020-01-17
Up to two billion times acceleration of scientific simulations with deep neural architecture search M. F. Kasim • D. Watson-Parris • L. Deaconu • S. Oliver • P. Hatfield • D. H. Froula • G. Gregori • M. Jarvis • S. Khatiwala • J. Korenaga • J. Topp-Mugglestone • E. Viezzer • S. M. Vinko	2020-01-17
Stream-Flow Forecasting of Small Rivers Based on LSTM Youchuan Hu • Le Yan • Tingting Hang • Jun Feng	2020-01-16
Predictive analysis of Bitcoin price considering social sentiments \| Pratikkumar Prajapati	2020-01-16
Fact-aware Sentence Split and Rephrase with Permutation Invariant Training Yinuo Guo • Tao Ge • Furu Wei	2020-01-16
MixPath: A Unified Approach for One-shot Neural Architecture Search \| Xiangxiang Chu • Xudong Li • Shun Lu • Bo Zhang • Jixiang Li	2020-01-16
A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts Anant Khandelwal • Niraj Kumar	2020-01-15
Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction \| Lingbo Liu • Jingwen Chen • Hefeng Wu • Jiajie Zhen • Guanbin Li • Liang Lin	2020-01-14
Neural Architecture Search for Deep Image Prior \| Kary Ho • Andrew Gilbert • Hailin Jin • John Collomosse	2020-01-14
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories Bowen Zhang • Hexiang Hu • Fei Sha	2020-01-13
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search Daoyuan Chen • Yaliang Li • Minghui Qiu • Zhen Wang • Bofang Li • Bolin Ding • Hongbo Deng • Jun Huang • Wei Lin • Jingren Zhou	2020-01-13
GridMask Data Augmentation \| Pengguang Chen • Shu Liu • Hengshuang Zhao • Jiaya Jia	2020-01-13
Urdu-English Machine Transliteration using Neural Networks Usman Mohy ud Din	2020-01-12
A Continuous Space Neural Language Model for Bengali Language Hemayet Ahmed Chowdhury • Md. Azizul Haque Imon • Anisur Rahman • Aisha Khatun • Md. Saiful Islam	2020-01-11
A new approach for trading based on Long Short Term Memory technique Zineb Lanbouri • Saaid Achchab	2020-01-10
Performance-Oriented Neural Architecture Search Andrew Anderson • Jing Su • Rozenn Dahyot • David Gregg	2020-01-09
Don't Forget The Past: Recurrent Depth Estimation from Monocular Video Vaishakh Patil • Wouter Van Gansbeke • Dengxin Dai • Luc Van Gool	2020-01-08
High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET Amar Shrestha • Krittaphat Pugdeethosapol • Haowen Fang • Qinru Qiu	2020-01-08
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search \| Jiemin Fang • Yuzhu Sun • Kangjian Peng • Qian Zhang • Yuan Li • Wenyu Liu • Xinggang Wang	2020-01-08
Deeper Insights into Weight Sharing in Neural Architecture Search Yuge Zhang • Zejun Lin • Junyang Jiang • Quanlu Zhang • Yujing Wang • Hui Xue • Chen Zhang • Yaming Yang	2020-01-06
Macromolecule Classification Based on the Amino-acid Sequence Faisal Ghaffar • Sarwar Khan • Gaddisa O. • Chen Yu-jhen	2020-01-06
Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changing Trajectories Marco Monforte • Ander Arriandiaga • Arren Glover • Chiara Bartolozzi	2020-01-05
Automatic Business Process Structure Discovery using Ordered Neurons LSTM: A Preliminary Study Xue Han • Lianxue Hu • Yabin Dang • Shivali Agarwal • Lijun Mei • Shaochun Li • Xin Zhou	2020-01-05
Forecasting Bitcoin closing price series using linear regression and neural networks models Nicola Uras • Lodovica Marchesi • Michele Marchesi • Roberto Tonelli	2020-01-04
A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu • Yifan Hu • Sungyong Seo	2020-01-02
Learning DNA folding patterns with Recurrent Neural Networks Anonymous	2020-01-01
NORML: Nodal Optimization for Recurrent Meta-Learning Anonymous	2020-01-01
Deep Interaction Processes for Time-Evolving Graphs Anonymous	2020-01-01
Informed Temporal Modeling via Logical Specification of Factorial LSTMs Anonymous	2020-01-01
Deep Nonlinear Stochastic Optimal Control for Systems with Multiplicative Uncertainties Anonymous	2020-01-01
GATO: Gates Are Not the Only Option Anonymous	2020-01-01
Data Annealing Transfer learning Procedure for Informal Language Understanding Tasks Anonymous	2020-01-01
EINS: Long Short-Term Memory with Extrapolated Input Network Simplification Anonymous	2020-01-01
Learning to Learn Kernels with Variational Random Features Anonymous	2020-01-01
Variational pSOM: Deep Probabilistic Clustering with Self-Organizing Maps Anonymous	2020-01-01
Convolutional Tensor-Train LSTM for Long-Term Video Prediction Anonymous	2020-01-01
COMBINED FLEXIBLE ACTIVATION FUNCTIONS FOR DEEP NEURAL NETWORKS Anonymous	2020-01-01
BERT-AL: BERT for Arbitrarily Long Document Understanding Ruixuan Zhang • Zhuoyu Wei • Yu Shi • Yining Chen	2020-01-01
Unsupervised Learning of Automotive 3D Crash Simulations using LSTMs Amin Abbasloo • Jochen Garcke • Rodrigo Iza-Teran	2020-01-01
Transition Based Dependency Parser for Amharic Language Using Deep Learning Mizanu Zelalem • Million Meshesha (PhD)	2020-01-01
HOW IMPORTANT ARE NETWORK WEIGHTS? TO WHAT EXTENT DO THEY NEED AN UPDATE? Fawaz Sammani • Mahmoud Elsayed • Abdelsalam Hamdi	2020-01-01
City Metro Network Expansion with Reinforcement Learning Anonymous	2020-01-01
Copy That! Editing Sequences by Copying Spans Anonymous	2020-01-01
Hierarchical Summary-to-Article Generation Anonymous	2020-01-01
Structural Language Models for Any-Code Generation Anonymous	2020-01-01
Translation Between Waves, wave2wave Tsuyoshi Okita • Hirotaka Hachiya • Sozo Inoue • Naonori Ueda	2020-01-01
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations Anonymous	2020-01-01
DeFINE: Deep Factorized Input Word Embeddings for Neural Sequence Modeling Anonymous	2020-01-01
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring \| Anonymous	2020-01-01
Resizable Neural Networks Anonymous	2020-01-01
How to 0wn the NAS in Your Spare Time \| Anonymous	2020-01-01
Filter redistribution templates for iteration-lessconvolutional model reduction Anonymous	2020-01-01
Learning to Rank Learning Curves Anonymous	2020-01-01
VAENAS: Sampling Matters in Neural Architecture Search Anonymous	2020-01-01
Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework Anonymous	2020-01-01
Fast Neural Network Adaptation via Parameters Remapping Anonymous	2020-01-01
FasterSeg: Searching for Faster Real-time Semantic Segmentation \| Anonymous # 9 REAL-TIME SEMANTIC SEGMENTATION ON CITYSCAPES TEST	2020-01-01
Neural Operator Search Anonymous	2020-01-01
Reinforcement Learning with Chromatic Networks Anonymous	2020-01-01
NADS: Neural Architecture Distribution Search for Uncertainty Awareness Anonymous	2020-01-01
Boosting Network: Learn by Growing Filters and Layers via SplitLBI Anonymous	2020-01-01
Towards Fast Adaptation of Neural Architectures with Meta Learning Anonymous	2020-01-01
ISBNet: Instance-aware Selective Branching Networks Shaofeng Cai • Yao Shu • Wei Wang • Gang Chen • Beng Chin Ooi	2020-01-01
Building Hierarchical Interpretations in Natural Language via Feature Interaction Detection Anonymous	2020-01-01
Autoencoder-based Initialization for Recurrent Neural Networks with a Linear Memory Anonymous	2020-01-01
Interpretable Network Structure for Modeling Contextual Dependency Anonymous	2020-01-01
Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension Anonymous	2020-01-01
Parallel Neural Text-to-Speech Kainan Peng • Wei Ping • Zhao Song • Kexin Zhao	2020-01-01
Modeling Neural Architecture Search Methods for Deep Networks Emad Malekhosseini • Mohsen Hajabdollahi • Nader Karimi • Shadrokh Samavi	2019-12-31
OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network \| Xavier Marjou	2019-12-31
Neural Architecture Search on Acoustic Scene Classification Jixiang Li • Chuming Liang • Bo Zhang • Zhao Wang • Fei Xiang • Xiangxiang Chu	2019-12-30
Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control Gurcan Comert • Zadid Khan • Mizanur Rahman • Mashrur Chowdhury	2019-12-29
Hierarchical Variational Imitation Learning of Control Programs Roy Fox • Richard Shin • William Paul • Yitian Zou • Dawn Song • Ken Goldberg • Pieter Abbeel • Ion Stoica	2019-12-29
Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit Jinlei Zhang • Feng Chen • Yadi Zhu • Yinan Guo	2019-12-29
Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic \| Ali Fadel • Ibraheem Tuffaha • Mahmoud Al-Ayyoub # 2 QUESTION SIMILARITY ON Q2Q ARABIC BENCHMARK	2019-12-28
Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks Siddhartha Nuthakki • Sunil Neela • Judy W. Gichoya • Saptarshi Purkayastha	2019-12-28
A Multi-cascaded Model with Data Augmentation for Enhanced Paraphrase Detection in Short Texts Muhammad Haroon Shakeel • Asim Karim • Imdadullah Khan	2019-12-27
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering Hu Sun • Ward Manchester • Zhenbang Jiao • Xiantong Wang • Yang Chen	2019-12-27
Amharic-Arabic Neural Machine Translation Ibrahim Gashaw • H L Shashirekha	2019-12-26
Utterance-level Permutation Invariant Training with Latency-controlled BLSTM for Single-channel Multi-talker Speech Separation Lu Huang • Gaofeng Cheng • Pengyuan Zhang • Yi Yang • Shumin Xu • Jiasong Sun	2019-12-25
Adversarial AutoAugment Xinyu Zhang • Qiang Wang • Jian Zhang • Zhao Zhong	2019-12-24
BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search Muyuan Fang • Qiang Wang • Zhao Zhong	2019-12-24
Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition Jialin Gao • Tong He • Xi Zhou • Shiming Ge # 4 SKELETON BASED ACTION RECOGNITION ON NTU RGB+D	2019-12-24
Learning functionals via LSTM neural networks for predicting vessel dynamics in extreme sea states José del Águila Ferrandis • Michael Triantafyllou • Chryssostomos Chryssostomidis • George Karniadakis	2019-12-23
TextNAS: A Neural Architecture Search Space tailored for Text Representation Yujing Wang • Yaming Yang • Yiren Chen • Jing Bai • Ce Zhang • Guinan Su • Xiaoyu Kou • Yunhai Tong • Mao Yang • Lidong Zhou	2019-12-23
FasterSeg: Searching for Faster Real-time Semantic Segmentation \| Wuyang Chen • Xinyu Gong • Xianming Liu • Qian Zhang • Yuan Li • Zhangyang Wang # 1 SEMANTIC SEGMENTATION ON BDD	2019-12-23
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild Xin Chen • Lingxi Xie • Jun Wu • Qi Tian	2019-12-23
Probing the phonetic and phonological knowledge of tones in Mandarin TTS models \| Jian Zhu	2019-12-23
Learning and Evaluating Contextual Embedding of Source Code \| Aditya Kanade • Petros Maniatis • Gogul Balakrishnan • Kensen Shi	2019-12-21
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Qihang Yu • Dong Yang • Holger Roth • Yutong Bai • Yixiao Zhang • Alan L. Yuille • Daguang Xu	2019-12-20
AtomNAS: Fine-Grained End-to-End Neural Architecture Search \| Jieru Mei • Yingwei Li • Xiaochen Lian • Xiaojie Jin • Linjie Yang • Alan Yuille • Jianchao Yang	2019-12-20
DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News \| Xinyi Li • Yinchuan Li • Hongyang Yang • Liuqing Yang • Xiao-Yang Liu # 1 STOCK PRICE PREDICTION ON 2019_TEST SET	2019-12-20
CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization Jeroen Zegers • Hugo Van hamme	2019-12-19
Enhancing streamflow forecast and extracting insights using long-short term memory networks with data integration at continental scales \| Dapeng Feng • Kuai Fang • Chaopeng Shen	2019-12-18
Distributional Reinforcement Learning for Energy-Based Sequential Models Tetiana Parshakova • Jean-Marc Andreoli • Marc Dymetman	2019-12-18
Capsule Attention for Multimodal EEG and EOG Spatiotemporal Representation Learning with Application to Driver Vigilance Estimation Guangyi Zhang • Ali Etemad	2019-12-17
Fingerprint Spoof Detection: Temporal Analysis of Image Sequence Tarang Chugh • Anil K. Jain	2019-12-17
In Nomine Function: Naming Functions in Stripped Binaries with Neural Networks Fiorella Artuso • Giuseppe Antonio Di Luna • Luca Massarelli • Leonardo Querzoni	2019-12-17
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data Felipe Petroski Such • Aditya Rawal • Joel Lehman • Kenneth O. Stanley • Jeff Clune	2019-12-17
Seq2seq Translation Model for Sequential Recommendation Ke Sun • Tieyun Qian	2019-12-16
Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data Amir Bahador Parsa • Rishabh Singh Chauhan • Homa Taghipour • Sybil Derrible • Abolfazl Mohammadian	2019-12-15
Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data Tom Van Steenkiste • Dirk Deschrijver • Tom Dhaene	2019-12-14
Long-length Legal Document Classification Lulu Wan • George Papageorgiou • Michael Seddon • Mirko Bernardoni	2019-12-14
Efficient Convolutional Neural Networks for Diacritic Restoration Sawsan Alqahtani • Ajay Mishra • Mona Diab	2019-12-14
Voice Transformer Network: Sequence-to-Sequence Voice Conversion Using Transformer with Text-to-Speech Pretraining Wen-Chin Huang • Tomoki Hayashi • Yi-Chiao Wu • Hirokazu Kameoka • Tomoki Toda	2019-12-14
Towards Robust Toxic Content Classification Keita Kurita • Anna Belova • Antonios Anastasopoulos	2019-12-14
Seizure Prediction Using Bidirectional LSTM Hazrat Ali • Feroz Karim • Junaid Javed Qureshi • Adnan Omer Abuassba • Mohammad Farhad Bulbul	2019-12-13
PreVIous: A Methodology for Prediction of Visual Inference Performance on IoT Devices Delia Velasco-Montero • Jorge Fernández-Berni • Ricardo Carmona-Galán • Ángel Rodríguez-Vázquez	2019-12-13
Unsupervised classification of acoustic emissions from catalogs and fault time-to-failure prediction Hope Jasperson • Chas Bolton • Paul Johnson • Chris Marone • Maarten V. de Hoop	2019-12-12
Grid Search, Random Search, Genetic Algorithm: A Big Comparison for NAS Petro Liashchynskyi • Pavlo Liashchynskyi	2019-12-12
Self-Driving Car Steering Angle Prediction Based on Image Recognition Shuyang Du • Haoli Guo • Andrew Simpson	2019-12-11
Leveraging End-to-End Speech Recognition with Neural Architecture Search Ahmed Baruwa • Mojeed Abisiga • Ibrahim Gbadegesin • Afeez Fakunle	2019-12-11
A Variational-Sequential Graph Autoencoder for Neural Architecture Performance Prediction \| David Friede • Jovita Lukasik • Heiner Stuckenschmidt • Margret Keuper	2019-12-11
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization \| Xianzhi Du • Tsung-Yi Lin • Pengchong Jin • Golnaz Ghiasi • Mingxing Tan • Yin Cui • Quoc V. Le • Xiaodan Song # 2 INSTANCE SEGMENTATION ON COCO MINIVAL	2019-12-10
A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language Processing \| Sidra Mehtab • Jaydip Sen	2019-12-09
Deep Learning-based Hybrid Graph-Coloring Algorithm for Register Allocation Dibyendu Das • Shahid Asghar Ahmad • Kumar Venkataramanan	2019-12-08
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification Mahya Ameryan • Lambert Schomaker	2019-12-06
Can AI Generate Love Advice?: Toward Neural Answer Generation for Non-Factoid Questions Makoto Nakatsuji	2019-12-06
Obesity Prediction with EHR Data: A deep learning approach with interpretable elements Mehak Gupta • Thao-Ly T. Phan • Timothy Bunnell • Rahmatollah Beheshti	2019-12-05
Audio-Visual Target Speaker Extraction on Multi-Talker Environment using Event-Driven Cameras Ander Arriandiaga • Giovanni Morrone • Luca Pasa • Leonardo Badino • Chiara Bartolozzi	2019-12-05
Lion Algorithm- Optimized Long Short-Term Memory Network for Groundwater Level Forecasting in Udupi District, India Supreetha B. S • Narayan Shenoy • Prabhakar Nayak	2019-12-05
Ultrafast Photorealistic Style Transfer via Neural Architecture Search Jie An • Haoyi Xiong • Jun Huan • Jiebo Luo	2019-12-05
Integrating Whole Context to Sequence-to-sequence Speech Recognition Ye Bai • Jiangyan Yi • Jianhua Tao • Zhengkun Tian • Zhengqi Wen • Shuai Zhang	2019-12-04
LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition Zuxuan Wu • Caiming Xiong • Yu-Gang Jiang • Larry S. Davis	2019-12-03
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization Thanapapas Horsuwan • Kasidis Kanwatchara • Peerapon Vateekul • Boonserm Kijsirikul	2019-12-03
EDAS: Efficient and Differentiable Architecture Search Hyeong Gwon Hong • Pyunghwan Ahn • Junmo Kim	2019-12-03
Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks Zhichao Lu • Ian Whalen • Yashesh Dhebar • Kalyanmoy Deb • Erik Goodman • Wolfgang Banzhaf • Vishnu Naresh Boddeti	2019-12-03
An Attribute Oriented Induction based Methodology for Data Driven Predictive Maintenance Javier Fernandez-Anakabe • Ekhi Zugasti Uriguen • Urko Zurutuza Ortega	2019-12-02
Long Distance Relationships without Time Travel: Boosting the Performance of a Sparse Predictive Autoencoder in Sequence Modeling Jeremy Gordon • David Rawlinson • Subutai Ahmad	2019-12-02
Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs Rohan Chandra • Tianrui Guan • Srujan Panuganti • Trisha Mittal • Uttaran Bhattacharya • Aniket Bera • Dinesh Manocha	2019-12-02
Forecasting Trajectory and Behavior of Road-Agents Using Spectral Clustering in Graph-LSTMs \| Rohan Chandra • Tianrui Guan • Srujan Panuganti • Trisha Mittal • Uttaran Bhattacharya • Aniket Bera Dinesh Manocha # 1 TRAJECTORY PREDICTION ON APOLLOSCAPE	2019-12-02
BLiMP: The Benchmark of Linguistic Minimal Pairs for English \| Alex Warstadt • Alicia Parrish • Haokun Liu • Anhad Mohananey • Wei Peng • Sheng-Fu Wang • Samuel R. Bowman	2019-12-02
Visual Sequence Learning in Hierarchical Prediction Networks and Primate Visual Cortex Jielin Qiu • Ge Huang • Tai Sing Lee	2019-12-01
Normalization Helps Training of Quantized LSTM \| Lu Hou • Jinhua Zhu • James Kwok • Fei Gao • Tao Qin • Tie-Yan Liu	2019-12-01
TAB-VCR: Tags and Attributes based VCR Baselines \| Jingxiang Lin • Unnat Jain • Alexander Schwing	2019-12-01
Learning Representations for Time Series Clustering \| Qianli Ma • Jiawei Zheng • Sen Li • Gary W. Cottrell	2019-12-01
HSCJN: A Holistic Semantic Constraint Joint Network for Diverse Response Generation Yiru Wang • Pengda Si • Zeyang Lei • Guangxu Xun • Yujiu Yang	2019-12-01
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection Junran Peng • Ming Sun • Zhao-Xiang Zhang • Tieniu Tan • Junjie Yan	2019-12-01
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification Sivan Doveh • Eli Schwartz • Chao Xue • Rogerio Feris • Alex Bronstein • Raja Giryes • Leonid Karlinsky	2019-12-01
One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation Matthew Shunshi Zhang • Bradly Stadie	2019-11-30
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks Michael Luo • Jiahao Yao • Richard Liaw • Eric Liang • Ion Stoica	2019-11-30
SGAS: Sequential Greedy Architecture Search \| Guohao Li • Guocheng Qian • Itzel C. Delgadillo • Matthias Müller • Ali Thabet • Bernard Ghanem # 2 NEURAL ARCHITECTURE SEARCH ON CIFAR-10	2019-11-30
Towards Oracle Knowledge Distillation with Neural Architecture Search Minsoo Kang • Jonghwan Mun • Bohyung Han	2019-11-29
SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modeling Huyen Nguyen	2019-11-27
DeFINE: DEep Factorized INput Token Embeddings for Neural Sequence Modeling Sachin Mehta • Rik Koncel-Kedziorski • Mohammad Rastegari • Hannaneh Hajishirzi	2019-11-27
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search \| Xiangxiang Chu • Tianbao Zhou • Bo Zhang • Jixiang Li # 5 NEURAL ARCHITECTURE SEARCH ON CIFAR-10	2019-11-27
Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer Geoffroy Dubourg-Felonneau • Yasmeen Kussad • Dominic Kirkham • John W Cassidy • Nirmesh Patel • Harry W Clifford	2019-11-27
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks Julia El Zini • Yara Rizk • Mariette Awad	2019-11-26
Single Headed Attention RNN: Stop Thinking With Your Head \| Stephen Merity # 12 LANGUAGE MODELLING ON ENWIK8	2019-11-26
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained \| Mehmet Ozgur Turkoglu • Stefano D'Aronco • Jan Dirk Wegner • Konrad Schindler # 2 SEQUENTIAL IMAGE CLASSIFICATION ON SEQUENTIAL MNIST	2019-11-25
Stability of the Decoupled Extended Kalman Filter Learning Algorithm in LSTM-Based Online Learning Nuri Mert Vural • Fatih Ilhan • Suleyman S. Kozat	2019-11-25
PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes \| Rundi Wu • Yixin Zhuang • Kai Xu • Hao Zhang • Baoquan Chen	2019-11-25
Filling Conversation Ellipsis for Better Social Dialog Understanding Xiyuan Zhang • Chengxi Li • Dian Yu • Samuel Davidson • Zhou Yu	2019-11-25
Binarized Neural Architecture Search Hanlin Chen • Li'an Zhuo • Baochang Zhang • Xiawu Zheng • Jianzhuang Liu • David Doermann • Rongrong Ji	2019-11-25
Meta-Learning of Neural Architectures for Few-Shot Learning Thomas Elsken • Benedikt Staffler • Jan Hendrik Metzen • Frank Hutter	2019-11-25
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie • Yuan Zhou • Sun-Yuan Kung	2019-11-24
Design and Evaluation of a Multi-Domain Trojan Detection Method on Deep Neural Networks Yansong Gao • Yeonjae Kim • Bao Gia Doan • Zhi Zhang • Gongxuan Zhang • Surya Nepal • Damith C. Ranasinghe • Hyoungshick Kim	2019-11-23
Orderless Recurrent Models for Multi-label Classification Vacit Oguz Yazici • Abel Gonzalez-Garcia • Arnau Ramisa • Bartlomiej Twardowski • Joost van de Weijer	2019-11-22
Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality \| Saurabh Khanna • Vincent Y. F. Tan	2019-11-22
Order Matters at Fanatics Recommending Sequentially Ordered Products by LSTM Embedded with Word2Vec Jing Pan • Weian Sheng • Santanu Dey	2019-11-22
High Quality ELMo Embeddings for Seven Less-Resourced Languages Matej Ulčar • Marko Robnik-Šikonja	2019-11-22
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection Lewei Yao • Hang Xu • Wei Zhang • Xiaodan Liang • Zhenguo Li	2019-11-22
A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM Sima Siami-Namini • Neda Tavakoli • Akbar Siami Namin	2019-11-21
Incorporating Textual Evidence in Visual Storytelling Tianyi Li • Sujian Li	2019-11-21
Adversarial Examples Improve Image Recognition \| Cihang Xie • Mingxing Tan • Boqing Gong • Jiang Wang • Alan Yuille • Quoc V. Le # 12 IMAGE CLASSIFICATION ON IMAGENET	2019-11-21
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring \| David Berthelot • Nicholas Carlini • Ekin D. Cubuk • Alex Kurakin • Kihyuk Sohn • Han Zhang • Colin Raffel # 1 SEMI-SUPERVISED IMAGE CLASSIFICATION ON CIFAR10, 250 LABELS	2019-11-21
Data Proxy Generation for Fast and Efficient Neural Architecture Search Minje Park	2019-11-21
A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks Neema Davis • Gaurav Raina • Krishna Jagannathan	2019-11-20
Search to Distill: Pearls are Everywhere but not the Eyes Yu Liu • Xuhui Jia • Mingxing Tan • Raviteja Vemulapalli • Yukun Zhu • Bradley Green • Xiaogang Wang	2019-11-20
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures \| Gabriel Synnaeve • Qiantong Xu • Jacob Kahn • Tatiana Likhomanenko • Edouard Grave • Vineel Pratap • Anuroop Sriram • Vitaliy Liptchinsky • Ronan Collobert # 3 SPEECH RECOGNITION ON LIBRISPEECH TEST-OTHER	2019-11-19
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition Bing Xu • Andrew Tulloch • Yunpeng Chen • Xiaomeng Yang • Lin Qiao	2019-11-19
DeStress: Deep Learning for Unsupervised Identification of Mental Stress in Firefighters from Heart-rate Variability (HRV) Data Ali Oskooei • Sophie Mai Chau • Jonas Weiss • Arvind Sridhar • María Rodríguez Martínez • Bruno Michel	2019-11-18
ImmuNeCS: Neural Committee Search by an Artificial Immune System Luc Frachon • Wei Pang • George M. Coghill	2019-11-18
Fine-Grained Neural Architecture Search Heewon Kim • Seokil Hong • Bohyung Han • Heesoo Myeong • Kyoung Mu Lee	2019-11-18
Neural Recurrent Structure Search for Knowledge Graph Embedding Yongqi Zhang • Quanming Yao • Lei Chen	2019-11-17
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue Sam Shleifer • Manish Chablani • Anitha Kannan • Namit Katariya • Xavier Amatriain	2019-11-16
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification Hongwei Dong • Siyu Zhang • Bin Zou • Lamei Zhang	2019-11-16
Faster AutoAugment: Learning Augmentation Strategies using Backpropagation \| Ryuichiro Hataya • Jan Zdenek • Kazuki Yoshizoe • Hideki Nakayama	2019-11-16
Single Image Reflection Removal through Cascaded Refinement \| Chao Li • Yixiao Yang • Kun He • Stephen Lin • John E. Hopcroft	2019-11-15
Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China Hongwei Zhao • Zhongxin Chen • Hao Jiang • Wenlong Jing • Liang Sun • Min Feng 6	2019-11-15
A Subword Level Language Model for Bangla Language Aisha Khatun • Anisur Rahman • Hemayet Ahmed Chowdhury • Md. Saiful Islam • Ayesha Tasnim	2019-11-15