Title
Real-Time Machine Learning: The Missing Pieces Robert Nishihara Philipp Moritz Stephanie Wang Alexey Tumanov William Paul Johann Schleier-Smith Richard Liaw Mehrdad Niknami Michael I. Jordan Ion Stoica OffRL 21 64 0 11 Mar 2017
Exponential Moving Average Model in Parallel Speech Recognition Training Xudong Tian Jun Zhang Zejun Ma Yi He Juan Wei 25 4 0 03 Mar 2017
Improving the Neural GPU Architecture for Algorithm Learning Kārlis Freivalds Renars Liepins 25 43 0 28 Feb 2017
Fixed-point optimization of deep neural networks with adaptive step size retraining Sungho Shin Yoonho Boo Wonyong Sung MQ 26 34 0 27 Feb 2017
Deep Voice: Real-time Neural Text-to-Speech Sercan Ö. Arik Mike Chrzanowski Adam Coates G. Diamos Andrew Gibiansky ... John Miller Andrew Ng Jonathan Raiman Shubho Sengupta M. Shoeybi 30 612 0 25 Feb 2017
Sequence Modeling via Segmentations Chong-Jun Wang Yining Wang Po-Sen Huang Abdel-rahman Mohamed Dengyong Zhou Li Deng 19 44 0 24 Feb 2017
DNN adaptation by automatic quality estimation of ASR hypotheses D. Falavigna M. Matassoni S. Jalalvand Matteo Negri Marco Turchi 27 14 0 06 Feb 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 55 2,524 0 23 Jan 2017
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 26 18 0 20 Dec 2016
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 17 368 0 08 Dec 2016
Trained Ternary Quantization Chenzhuo Zhu Song Han Huizi Mao W. Dally MQ 57 1,035 0 04 Dec 2016
Capacity and Trainability in Recurrent Neural Networks Jasmine Collins Jascha Narain Sohl-Dickstein David Sussillo 35 203 0 29 Nov 2016
Deep Recurrent Neural Network for Mobile Human Activity Recognition with High Throughput Masaya Inoue Sozo Inoue T. Nishida HAI BDL 19 247 0 11 Nov 2016
Achieving Human Parity in Conversational Speech Recognition Wayne Xiong J. Droppo Xuedong Huang Frank Seide M. Seltzer A. Stolcke Dong Yu Geoffrey Zweig 35 576 0 17 Oct 2016
Accelerating Deep Convolutional Networks using low-precision and sparsity Ganesh Venkatesh Eriko Nurvitadhi Debbie Marr 26 135 0 02 Oct 2016
FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks Minjae Lee Kyuyeon Hwang Jinhwan Park Sung-Hyk Choi Sungho Shin Wonyong Sung 23 76 0 30 Sep 2016
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition Zhiyuan Tang Ying Shi Dong Wang Yang Feng Shiyue Zhang 22 53 0 28 Sep 2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System R. Collobert Christian Puhrsch Gabriel Synnaeve 3DV 26 283 0 11 Sep 2016
Comparing Speech and Keyboard Text Entry for Short Messages in Two Languages on Touchscreen Phones S. Ruan J. Wobbrock Kenny Liou A. Ng James A. Landay 14 154 0 25 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 49 10,307 0 21 Jul 2016
Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay Ionel-Alexandru Hosu Traian Rebedea 26 97 0 18 Jul 2016
DSD: Dense-Sparse-Dense Training for Deep Neural Networks Song Han Jeff Pool Sharan Narang Huizi Mao Enhao Gong ... Peter Vajda Manohar Paluri J. Tran Bryan Catanzaro W. Dally CVBM 27 83 0 15 Jul 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 26 732 0 27 Jun 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt Sebastian Gehrmann Hanspeter Pfister Alexander M. Rush HAI 34 83 0 23 Jun 2016
A Curriculum Learning Method for Improved Noise Robustness in Automatic Speech Recognition Stefan Braun Daniel Neil Shih-Chii Liu 24 83 0 22 Jun 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 24 2,319 0 21 Jun 2016
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms Matthew W. Moskewicz F. Iandola Kurt Keutzer 9 8 0 01 Jun 2016
Optimizing Performance of Recurrent Neural Networks on GPUs J. Appleyard Tomás Kociský Phil Blunsom 25 91 0 07 Apr 2016
Character-Level Question Answering with Attention David Golub Xiaodong He 24 184 0 04 Apr 2016
Recurrent Batch Normalization Tim Cooijmans Nicolas Ballas César Laurent Çağlar Gülçehre Aaron Courville ODL 19 410 0 30 Mar 2016
Deep Speech: Scaling up end-to-end speech recognition Awni Y. Hannun Carl Case Jared Casper Bryan Catanzaro G. Diamos ... R. Prenger S. Satheesh Shubho Sengupta Adam Coates A. Ng 68 2,109 0 17 Dec 2014