Title
Large Margin Neural Language Model Jiaji Huang Yi Li Ming-Yu Liu Liang Huang 116 26 0 27 Aug 2018
A neural attention model for speech command recognition Douglas Coimbra de Andrade Sabato Leo M. Viana Christoph Bernkopf 99 153 0 27 Aug 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation Xinyi Wang Hieu H. Pham Zihang Dai Graham Neubig 157 207 0 22 Aug 2018
Out-of-Distribution Detection using Multiple Semantic Label Representations Gabi Shalev Yossi Adi Joseph Keshet OODD 191 90 0 20 Aug 2018
A Survey on Methods and Theories of Quantized Neural Networks Yunhui Guo MQ 250 257 0 13 Aug 2018
Fully Distributed Multi-Robot Collision Avoidance via Deep Reinforcement Learning for Safe and Efficient Navigation in Complex Scenarios Tingxiang Fan Pinxin Long Wenxi Liu Jia Pan 140 73 0 11 Aug 2018
Linguistic Search Optimization for Deep Learning Based LVCSR Zhehuai Chen 127 1 0 02 Aug 2018
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting Zhehuai Chen Y. Qian Kai Yu 88 20 0 02 Aug 2018
Back-Translation-Style Data Augmentation for End-to-End ASR Tomoki Hayashi Shinji Watanabe Yu Zhang Tomoki Toda Takaaki Hori Ramón Fernández Astudillo K. Takeda 165 109 0 28 Jul 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 163 127 0 21 Jul 2018
Learning Noise-Invariant Representations for Robust Speech RecognitionSpoken Language Technology Workshop (SLT), 2018 Davis Liang Zhiheng Huang Zachary Chase Lipton OOD 142 56 0 17 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 145 44 0 17 Jul 2018
Beyond Data and Model Parallelism for Deep Neural Networks Zhihao Jia Matei A. Zaharia A. Aiken GNN AI4CE 171 568 0 14 Jul 2018
Large-Scale Visual Speech Recognition Brendan Shillingford Yannis Assael Matthew W. Hoffman T. Paine Cían Hughes ... Marie Mulville Ben Coppin Ben Laurie A. Senior Nando de Freitas 230 164 0 13 Jul 2018
Hybrid CTC-Attention based End-to-End Speech Recognition using Subword Units Zhangyu Xiao Zhijian Ou Wei Chu Hui-Ching Lin 184 41 0 13 Jul 2018
Learning Neural Models for End-to-End Clustering B. Meier Ismail Elezi Mohammadreza Amirian Oliver Durr Thilo Stadelmann SSL 139 17 0 11 Jul 2018
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Kimin Lee Kibok Lee Honglak Lee Jinwoo Shin OODD 472 2,343 0 10 Jul 2018
Tone Recognition Using Lifters and CTCInterspeech (Interspeech), 2018 Loren Lugosch Vikrant Singh Tomar 55 11 0 06 Jul 2018
SGAD: Soft-Guided Adaptively-Dropped Neural Network Zhisheng Wang Fangxuan Sun Jun Lin Zhongfeng Wang Bo Yuan 87 7 0 04 Jul 2018
Exploring End-to-End Techniques for Low-Resource Speech RecognitionInternational Conference on Speech and Computer (SPECOM), 2018 Vladimir Bataev M. Korenevsky Ivan Medennikov Alexander Zatvornitsky 104 9 0 02 Jul 2018
Dynamic Spectrum Matching with One-shot Learning Jinchao Liu S. Gibson James Mills Margarita Osadchy 91 42 0 23 Jun 2018
Detection based Defense against Adversarial Examples from the Steganalysis Point of View Jiayang Liu Weiming Zhang Yiwei Zhang Dongdong Hou Yujia Liu Hongyue Zha Nenghai Yu AAML 259 106 0 21 Jun 2018
Fairness Without Demographics in Repeated Loss Minimization Tatsunori B. Hashimoto Megha Srivastava Hongseok Namkoong Abigail Z. Jacobs FaML 284 625 0 20 Jun 2018
End-to-End Speech Recognition From the Raw Waveform Neil Zeghidour Nicolas Usunier Gabriel Synnaeve R. Collobert Emmanuel Dupoux 226 84 0 19 Jun 2018
Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin Linhao Dong Shiyu Zhou Wei Chen Bo Xu 105 23 0 17 Jun 2018
The streaming rollout of deep networks - towards fully model-parallel execution Volker Fischer Jan M. Köhler Thomas Pfeil 149 17 0 13 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan O. Arik Haonan Yu Hairong Liu G. Diamos 169 64 0 12 Jun 2018
Quaternion Recurrent Neural Networks Titouan Parcollet Mirco Ravanelli Mohamed Morchid G. Linarès C. Trabelsi R. Mori Yoshua Bengio 181 143 0 12 Jun 2018
Deep-Energy: Unsupervised Training of Deep Neural Networks Alona Golts Daniel Freedman Michael Elad PINN 160 5 0 31 May 2018
End-to-end named entity extraction from speech Sahar Ghannay Antoine Caubrière Yannick Esteve Antoine Laurent Emmanuel Morin 119 27 0 30 May 2018
Grow and Prune Compact, Fast, and Accurate LSTMs Xiaoliang Dai Hongxu Yin N. Jha VLM SyDa 176 97 0 30 May 2018
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq Oleksii Kuchaiev Boris Ginsburg Igor Gitman Vitaly Lavrukhin Jason Chun Lok Li Huyen Nguyen Carl Case Paulius Micikevicius VLM 154 51 0 25 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 232 236 0 24 May 2018
Echo: Compiler-based GPU Memory Footprint Reduction for LSTM RNN Training Bojian Zheng Abhishek Tiwari Nandita Vijaykumar Gennady Pekhimenko 178 48 0 22 May 2018
Deep Learning Inference on Embedded Devices: Fixed-Point vs Posit Seyed Hamed Fatemi Langroudi Tej Pandit Dhireesha Kudithipudi MQ 123 46 0 22 May 2018
Halo: Learning Semantics-Aware Representations for Cross-Lingual Information Extraction Hongyuan Mei Sheng Zhang Kevin Duh Benjamin Van Durme 80 2 0 21 May 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces Yu-An Chung W. Weng S. Tong James R. Glass 191 104 0 18 May 2018
Gated Recurrent Unit Based Acoustic Modeling with Future Context Jie Li Xiaorui Wang Yuanyuan Zhao Yan Li 154 12 0 18 May 2018
TED-LIUM 3: twice as much data and corpus repartition for experiments on speaker adaptation François Hernandez Vincent Nguyen Sahar Ghannay N. Tomashenko Yannick Esteve VLM 307 394 0 12 May 2018
Adaptive Selection of Deep Learning Models on Embedded Systems Ben Taylor Vicent Sanz Marco W. Wolff Yehia El-khatib Zheng Wang 107 14 0 11 May 2018
A comparable study of modeling units for end-to-end Mandarin speech recognition Wei Zou Dongwei Jiang Shuaijiang Zhao Xiangang Li 105 35 0 10 May 2018
OFF-ApexNet on Micro-expression Recognition System Sze‐Teng Liong Y. Gan Wei‐Chuen Yau Yen-Chang Huang T. Ken 141 282 0 10 May 2018
A Unified Framework of Deep Neural Networks by Capsules Yujian Li Chuanhui Shan MedIm GNN 75 3 0 09 May 2018
Improved training of end-to-end attention models for speech recognition Albert Zeyer Kazuki Irie Ralf Schluter Hermann Ney VLM 163 278 0 08 May 2018
Understanding Reuse, Performance, and Hardware Cost of DNN Dataflows: A Data-Centric Approach Using MAESTRO Hyoukjun Kwon Prasanth Chatarasi Michael Pellauer A. Parashar Vivek Sarkar T. Krishna 227 11 0 04 May 2018
Intracranial Error Detection via Deep Learning M. Völker Jiří Hammer R. Schirrmeister Joos Behncke L. Fiederer A. Schulze-Bonhage Petr Marusič Wolfram Burgard T. Ball 150 10 0 04 May 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement Haiying Zhao Shuayb Zarar I. Tashev Chin-Hui Lee 126 179 0 02 May 2018
Staircase Network: structural language identification via hierarchical attentive units Trung Ngo Trong Ville Hautamaki Kristiina Jokinen 100 2 0 30 Apr 2018
Automatic Documentation of ICD Codes with Far-Field Speech Recognition Albert Haque Corinna Fukushima 140 1 0 30 Apr 2018
Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip Feiwen Zhu Jeff Pool M. Andersch J. Appleyard Fung Xie 95 30 0 26 Apr 2018