Title
Building competitive direct acoustics-to-word models for English conversational speech recognition Kartik Audhkhasi Brian Kingsbury Bhuvana Ramabhadran G. Saon M. Picheny 129 153 0 08 Dec 2017
No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models Tara N. Sainath Rohit Prabhavalkar Shankar Kumar Seungjin Lee Anjuli Kannan ... Patrick Nguyen Yue Liu Yonghui Wu Zhiwen Chen Chung-Cheng Chiu 111 54 0 05 Dec 2017
Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection Ruimin Sun Xiaoyong Yuan Pan He Qile Zhu Aokun Chen André Grégio Daniela Oliveira Xiaolin Li AAML 134 12 0 04 Dec 2017
SERKET: An Architecture for Connecting Stochastic Models to Realize a Large-Scale Cognitive Model Tomoaki Nakamura Takayuki Nagai T. Taniguchi 3DV 239 47 0 04 Dec 2017
Deep Learning Scaling is Predictable, Empirically Joel Hestness Sharan Narang Newsha Ardalani G. Diamos Heewoo Jun Hassan Kianinejad Md. Mostofa Ali Patwary Yang Yang Yanqi Zhou 438 876 0 01 Dec 2017
Highrisk Prediction from Electronic Medical Records via Deep Attention Networks You Jin Kim Yun-Geun Lee Jeong-Whun Kim Jin Joo Park Borim Ryu Jung-Woo Ha 108 21 0 30 Nov 2017
Exploiting Nontrivial Connectivity for Automatic Speech Recognition Marius Paraschiv Lasse Borgholt T. M. S. Tax Marco Singh Lars Maaløe 88 0 0 28 Nov 2017
Acoustic-To-Word Model Without OOV Jinyu Li Guoli Ye Rui Zhao J. Droppo Jiawei Liu 140 38 0 28 Nov 2017
Multilingual Adaptation of RNN Based ASR Systems Markus Müller Sebastian Stüker A. Waibel 158 18 0 13 Nov 2017
Phonemic and Graphemic Multilingual CTC Based Speech Recognition Markus Müller Sebastian Stüker A. Waibel 103 12 0 13 Nov 2017
Dynamic Analysis of Executables to Detect and Characterize Malware Michael R. Smith J. Ingram Christopher C. Lamb T. Draelos J. Doak J. Aimone C. James 125 15 0 10 Nov 2017
Block-Sparse Recurrent Neural Networks Sharan Narang Eric Undersander G. Diamos 150 143 0 08 Nov 2017
Unbounded cache model for online language modeling with open vocabulary Edouard Grave Moustapha Cissé Armand Joulin KELM CLL 139 70 0 07 Nov 2017
Improved training for online end-to-end speech recognition systems Suyoun Kim M. Seltzer Jinyu Li Rui Zhao 126 45 0 06 Nov 2017
Robust Speech Recognition Using Generative Adversarial Networks Anuroop Sriram Heewoo Jun Yashesh Gaur S. Satheesh 102 50 0 05 Nov 2017
Convolutional Drift Networks for Video Classification Dillon Graham Seyed Hamed Fatemi Langroudi Christopher Kanan Dhireesha Kudithipudi 104 11 0 03 Nov 2017
SparseNN: An Energy-Efficient Neural Network Accelerator Exploiting Input and Output Sparsity Jingyang Zhu Jingbo Jiang Xizi Chen Chi-Ying Tsui 121 36 0 03 Nov 2017
Efficient Inferencing of Compressed Deep Neural Networks Dharma Teja Vooturi Saurabh Goyal Anamitra R. Choudhury Yogish Sabharwal Ashish Verma 81 6 0 01 Nov 2017
Countering Adversarial Images using Input Transformations Chuan Guo Mayank Rana Moustapha Cissé Laurens van der Maaten AAML 573 1,522 0 31 Oct 2017
A Study of All-Convolutional Encoders for Connectionist Temporal ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Kalpesh Krishna Liang Lu Kevin Gimpel Karen Livescu 135 11 0 28 Oct 2017
On the Long-Term Memory of Deep Recurrent NetworksInternational Conference on Learning Representations (ICLR), 2017 Yoav Levine Or Sharir Alon Ziv Amnon Shashua 136 25 0 25 Oct 2017
mixup: Beyond Empirical Risk MinimizationInternational Conference on Learning Representations (ICLR), 2017 Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 686 11,025 0 25 Oct 2017
Trace norm regularization and faster inference for embedded speech recognition RNNs Markus Kliegl Siddharth Goyal Kexin Zhao Kavya Srinet Mohammad Shoeybi 167 8 0 25 Oct 2017
ActivityNet Challenge 2017 Summary Guohao Li Juan Carlos Niebles Cees G. M. Snoek Fabian Caba Heilbron Humam Alwassel Ranjay Krishna Victor Escorcia Kenji Hata S. Buch 170 49 0 22 Oct 2017
Deep Triphone Embedding Improves Phoneme Recognition Mohit Yadav V. Tyagi 92 2 0 22 Oct 2017
Real-time Convolutional Neural Networks for Emotion and Gender Classification Octavio Arriaga Matias Valdenegro-Toro Paul G. Plöger 3DH 131 304 0 20 Oct 2017
Convolutional Attention-based Seq2Seq Neural Network for End-to-End ASR D. Lim 107 2 0 12 Oct 2017
Mixed Precision Training Paulius Micikevicius Sharan Narang Jonah Alben G. Diamos Erich Elsen ... Boris Ginsburg Michael Houston Oleksii Kuchaiev Ganesh Venkatesh Hao Wu 456 2,107 0 10 Oct 2017
Spinal cord gray matter segmentation using deep dilated convolutions C. Perone Evan Calabrese Julien Cohen-Adad MedIm 106 122 0 02 Oct 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 123 55 0 29 Sep 2017
Attention-based Wav2Text with Feature Transfer Learning Andros Tjandra S. Sakti Satoshi Nakamura 71 20 0 22 Sep 2017
Accelerating SGD for Distributed Deep-Learning Using Approximated Hessian Matrix Sébastien M. R. Arnold Chunming Wang 52 0 0 15 Sep 2017
Learning Intrinsic Sparse Structures within Long Short-Term Memory W. Wen Yuxiong He Samyam Rajbhandari Minjia Zhang Wenhan Wang Fang Liu Bin Hu Yiran Chen Xue Yang MQ 444 142 0 15 Sep 2017
ImageNet Training in Minutes Yang You Zhao-jie Zhang Cho-Jui Hsieh J. Demmel Kurt Keutzer VLM LRM 274 60 0 14 Sep 2017
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems Yonatan Belinkov James R. Glass 104 90 0 13 Sep 2017
Parallelizing Linear Recurrent Neural Nets Over Sequence Length Eric Martin Chris Cundy 230 143 0 12 Sep 2017
Cold Fusion: Training Seq2Seq Models Together with Language Models Anuroop Sriram Heewoo Jun S. Satheesh Adam Coates VLM 209 298 0 21 Aug 2017
Deep Learning at 15PF: Supervised and Semi-Supervised Classification for Scientific Data Thorsten Kurth Jian Zhang N. Satish Alexia Jolicoeur-Martineau Evan Racah ... J. Deslippe Mikhail Shiryaev Srinivas Sridharan P. Prabhat Pradeep Dubey 158 84 0 17 Aug 2017
Scaling Deep Learning on GPU and Knights Landing clustersInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2017 Yang You A. Buluç J. Demmel GNN 119 80 0 09 Aug 2017
Bayesian Sparsification of Recurrent Neural Networks E. Lobacheva Nadezhda Chirkova Dmitry Vetrov UQCV BDL 178 16 0 31 Jul 2017
Exploring Neural Transducers for End-to-End Speech Recognition Eric Battenberg Jitong Chen R. Child Adam Coates Yashesh Gaur Yi Li ... Hairong Liu S. Satheesh David Seetapun Anuroop Sriram Zhenyao Zhu AI4TS 153 232 0 24 Jul 2017
Attention-Based End-to-End Speech Recognition on Voice Search Changhao Shan Junbo Zhang Yujun Wang Lei Xie 170 7 0 22 Jul 2017
Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training Y. Qian Xuankai Chang Dong Yu 166 83 0 19 Jul 2017
Houdini: Fooling Deep Structured Prediction Models Moustapha Cissé Yossi Adi Natalia Neverova Joseph Keshet AAML 189 276 0 17 Jul 2017
Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras Joris Guérin O. Gibaru E. Nyiri Stéphane Thiery 238 2 0 10 Jul 2017
Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks Pranav Rajpurkar Awni Y. Hannun Masoumeh Haghpanahi Codie Bourn A. Ng 213 804 0 06 Jul 2017
Improving LSTM-CTC based ASR performance in domains with limited training data J. Billa 130 11 0 03 Jul 2017
Dual Supervised Learning Ziheng Lu Tao Qin Wei-neng Chen Jiang Bian Nenghai Yu Tie-Yan Liu SSL 194 143 0 03 Jul 2017
Named Entity Recognition with stack residual LSTM and trainable bias decoding Q. Tran Andrew D. MacKinlay Antonio Jimeno Yepes 148 57 0 23 Jun 2017
A Wavenet for Speech Denoising Dario Rethage Jordi Pons Xavier Serra 295 466 0 22 Jun 2017