Title
Elastic Gossip: Distributing Neural Network Training Using Gossip-like Protocols Siddharth Pramod FedML 71 2 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 418 250 0 05 Dec 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation Jishnu Mukhoti Y. Gal UQCV BDL 245 245 0 30 Nov 2018
On the Inductive Bias of Word-Character-Level Multi-Task Learning for Speech Recognition Jan Kremer Lasse Borgholt Lars Maaløe 126 6 0 28 Nov 2018
A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model Md. Mofijul Islam Amar Debnath Tahsin Al Sayeed Jyotirmay Nag Setu Md Mahmudur Rahman Md. Sadman Sakib M. Razzaque Md. Mosaddek Khan Swakkhar Shatabda HAI AAML VLM 85 0 0 20 Nov 2018
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network PredictionsComputer Vision and Pattern Recognition (CVPR), 2018 Shaohua Li Kaiping Xue Chenkai Ding Xindi Gao David S. L. Wei Tao Wan F. Wu 142 80 0 20 Nov 2018
Stochastic Adaptive Neural Architecture Search for Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Tom Véniat Olivier Schwander Ludovic Denoyer AI4TS 112 27 0 16 Nov 2018
Beam Search Decoding using Manner of Articulation Detection Knowledge Derived from Connectionist Temporal Classification P. Rangan K. S. Rao 75 0 0 16 Nov 2018
Learning to Predict the Cosmological Structure FormationProceedings of the National Academy of Sciences of the United States of America (PNAS), 2018 Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 274 181 0 15 Nov 2018
Automatic Grammar Augmentation for Robust Voice Command Recognition Yang Yang Anusha Lalitha Jinwon Lee Chris Lott 92 3 0 14 Nov 2018
Modular Networks: Learning to Decompose Neural Computation Louis Kirsch Julius Kunze David Barber 156 122 0 13 Nov 2018
An Online Attention-based Model for Speech Recognition Ruchao Fan Pan Zhou Wei Chen Jia Jia Gang Liu 148 48 0 13 Nov 2018
Sequence-Level Knowledge Distillation for Model Compression of Attention-based Sequence-to-Sequence Speech Recognition Raden Muáz Muním Nakamasa Inoue Koichi Shinoda 115 26 0 12 Nov 2018
A Convergence Theory for Deep Learning via Over-ParameterizationInternational Conference on Machine Learning (ICML), 2018 Zeyuan Allen-Zhu Yuanzhi Li Zhao Song AI4CE ODL 976 1,550 0 09 Nov 2018
RNNFast: An Accelerator for Recurrent Neural Networks Using Domain Wall MemoryACM Journal on Emerging Technologies in Computing Systems (ACM JETC), 2018 Mohammad Hossein Samavatian Anys Bacha Li Zhou R. Teodorescu 118 7 0 07 Nov 2018
Analysis of Multilingual Sequence-to-Sequence speech recognition systemsInterspeech (Interspeech), 2018 Jiayang Liu M. Baskar Weiming Zhang Takaaki Hori Sanjeev Khudanpur Jan ''Honza'' Cernocký 176 18 0 07 Nov 2018
CAAD 2018: Iterative Ensemble Adversarial Attack Jiayang Liu Weiming Zhang Nenghai Yu AAML 123 4 0 07 Nov 2018
CNN-based MultiChannel End-to-End Speech Recognition for everyday home environmentsEuropean Signal Processing Conference (EUSIPCO), 2018 Hyungjun Lim Younggwan Kim Takaaki Hori Myunghun Jung Hoirin Kim 144 12 0 07 Nov 2018
Unpaired Speech Enhancement by Acoustic and Adversarial Supervision for Speech RecognitionIEEE Signal Processing Letters (IEEE SPL), 2018 Jonathan Lee Michael Laskey Bo-Kyeong Kim A. Aswani Soo-Young Lee 132 18 0 06 Nov 2018
When CTC Training Meets Acoustic Landmarks Di He Xuesong Yang Johan Rohdin Yi Liang Themos Stafylakis Deming Chen 99 11 0 05 Nov 2018
The Marchex 2018 English Conversational Telephone Speech Recognition System Xiaofeng Liu Zhenhua Guo J. You B. Kumar 179 1 0 05 Nov 2018
Manner of Articulation Detection using Connectionist Temporal Classification to Improve Automatic Speech Recognition Performance R. Pradeep K. S. Rao 56 2 0 05 Nov 2018
Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates Mohammad Saeed Shafiee M. Shafiee A. Wong AI4CE 131 5 0 05 Nov 2018
Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model Alexander H. Liu Hung-yi Lee Lin-Shan Lee AuLLM 118 47 0 02 Nov 2018
Cycle-consistency training for end-to-end speech recognition Takaaki Hori Ramón Fernández Astudillo Tomoki Hayashi Yu Zhang Shinji Watanabe Jonathan Le Roux 177 89 0 02 Nov 2018
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation Jason Chun Lok Li R. Gadde Boris Ginsburg Vitaly Lavrukhin 137 58 0 02 Nov 2018
Democratizing Production-Scale Distributed Deep Learning Minghuang Ma Hadi Pouransari Daniel Chao Saurabh N. Adya S. Serrano Yi Qin Dan Gimnicher Dominic Walsh MoE 295 6 0 31 Oct 2018
Towards End-to-End Code-Switching Speech Recognition Ne Luo Dongwei Jiang Shuaijiang Zhao Caixia Gong Wei Zou Xiangang Li 171 47 0 31 Oct 2018
Towards End-to-end Automatic Code-Switching Speech Recognition Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 97 12 0 30 Oct 2018
On the Convergence Rate of Training Recurrent Neural Networks Zeyuan Allen-Zhu Yuanzhi Li Zhao Song 560 198 0 29 Oct 2018
An improved hybrid CTC-Attention model for speech recognition Zhe Yuan Zhuoran Lyu Jiwei Li Xi Zhou 126 11 0 29 Oct 2018
Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition Xinpei Zhou Jiwei Li Xi Zhou 73 4 0 29 Oct 2018
Robust Audio Adversarial Example for a Physical Attack Hiromu Yakura Jun Sakuma AAML 149 201 0 28 Oct 2018
A novel pyramidal-FSMN architecture with lattice-free MMI for speech recognition Xuerui Yang Jiwei Li Xi Zhou 162 15 0 26 Oct 2018
Language Modeling at Scale Md. Mostofa Ali Patwary Milind Chabbi Heewoo Jun Jiaji Huang G. Diamos Kenneth Church ALM 93 5 0 23 Oct 2018
To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference Qing Qin Jie Ren Jia-Le Yu Ling Gao Hai Wang Jie Zheng Yansong Feng Jianbin Fang Zheng Wang 158 28 0 21 Oct 2018
Learning Models with Uniform Performance via Distributionally Robust Optimization John C. Duchi Hongseok Namkoong OOD 487 466 0 20 Oct 2018
SCALE-Sim: Systolic CNN Accelerator Simulator A. Samajdar Yuhao Zhu P. Whatmough Matthew Mattina Tushar Krishna 169 136 0 16 Oct 2018
Mixture of Expert/Imitator Networks: Scalable Semi-supervised Learning Framework Shun Kiyono Jun Suzuki Kentaro Inui 138 9 0 13 Oct 2018
Multimodal Speech Emotion Recognition Using Audio and Text Seunghyun Yoon Seokhyun Byun Kyomin Jung 189 334 0 10 Oct 2018
Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks Takuya Yoshioka Hakan Erdogan Zhuo Chen Xiong Xiao F. Alleva BDL 134 87 0 08 Oct 2018
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks Sanghyun Hong Michael Davinroy Yigitcan Kaya S. Locke Ian Rackow Kevin Kulda Dana Dachman-Soled Tudor Dumitras MIACV 153 94 0 08 Oct 2018
Deep Learning Approaches for Understanding Simple Speech Commands R. Solovyev Maxim Vakhrushev Alexander Radionov Vladimir Aliev Alexey A. Shvets VLM 158 34 0 04 Oct 2018
Throughput Optimizations for FPGA-based Deep Neural Network InferenceMicroprocessors and microsystems (MM), 2018 Thorbjörn Posewsky Daniel Ziener 80 26 0 28 Sep 2018
Learning Recurrent Binary/Ternary WeightsInternational Conference on Learning Representations (ICLR), 2018 A. Ardakani Zhengyun Ji S. C. Smithson B. Meyer W. Gross MQ 246 28 0 28 Sep 2018
Towards Efficient and Secure Delivery of Data for Training and Inference with Privacy-Preserving Juncheng Shen Juzheng Liu Yiran Chen Hai Helen Li FedML 285 1 0 20 Sep 2018
End-to-end Audiovisual Speech Activity Detection with Bimodal Recurrent Neural Models Fei Tao John H. L. Hansen 136 35 0 12 Sep 2018
PhaseLink: A Deep Learning Approach to Seismic Phase Association Zachary E. Ross Yisong Yue Men‐Andrin Meier E. Hauksson T. Heaton 166 174 0 08 Sep 2018
MixUp as Locally Linear Out-Of-Manifold Regularization Hongyu Guo Yongyi Mao Richong Zhang 330 340 0 07 Sep 2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning Morten Kolbaek 159 7 0 31 Aug 2018