Title
Neural Person Search Machines Hao Liu Jiashi Feng Zequn Jie J. Karlekar Bo Zhao Meibin Qi Jianguo Jiang Shuicheng Yan 168 155 0 21 Jul 2017
Discriminative convolutional Fisher vector network for action recognition P. Palasek Ioannis Patras 48 6 0 19 Jul 2017
Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition Taesup Kim Inchul Song Yoshua Bengio 107 65 0 19 Jul 2017
DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks Zi Yin Keng-hao Chang Ruofei Zhang 62 51 0 18 Jul 2017
Automatic Identification of Non-Meaningful Body-Movements and What It Reveals About Humans Md. Iftekhar Tanveer Ru Zhao Ehsan Hoque 38 1 0 15 Jul 2017
Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science Decebal Constantin Mocanu Elena Mocanu Peter Stone Phuong H. Nguyen M. Gibescu A. Liotta 192 643 0 15 Jul 2017
Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration Jeng-Hau Lin Tianwei Xing Ritchie Zhao Zhiru Zhang Mani B. Srivastava Zhuowen Tu Rajesh K. Gupta MQ 58 24 0 15 Jul 2017
The Reversible Residual Network: Backpropagation Without Storing Activations Aidan Gomez Mengye Ren R. Urtasun Roger C. Grosse 92 553 0 14 Jul 2017
Model compression as constrained optimization, with application to neural nets. Part II: quantization M. A. Carreira-Perpiñán Yerlan Idelbayev MQ 74 37 0 13 Jul 2017
Foolbox: A Python toolbox to benchmark the robustness of machine learning models Jonas Rauber Wieland Brendel Matthias Bethge AAML 82 283 0 13 Jul 2017
Deep Learning-Based Communication Over the Air Sebastian Dörner Sebastian Cammerer J. Hoydis S. Brink 95 720 0 11 Jul 2017
Learning Heuristic Search via Imitation M. Bhardwaj Sanjiban Choudhury Sebastian Scherer 71 83 0 10 Jul 2017
Deep Learning for Real Time Crime Forecasting Bao Wang Duo Zhang Duanhao Zhang P. Brantingham Andrea L. Bertozzi HAI 73 64 0 09 Jul 2017
Embedding Visual Hierarchy with Deep Networks for Large-Scale Visual Recognition Tianyi Zhao Baopeng Zhang Wei Zhang Ning Zhou Jun-chen Yu Jianping Fan BDL VLM 88 35 0 08 Jul 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 99 142 0 06 Jul 2017
Multiple Range-Restricted Bidirectional Gated Recurrent Units with Attention for Relation Classification Jonggu Kim Jong-Hyeok Lee 48 4 0 05 Jul 2017
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series Stanislas Chambon M. Galtier P. Arnal G. Wainrib Alexandre Gramfort MLAU AI4TS 90 489 0 05 Jul 2017
Automated Audio Captioning with Recurrent Neural Networks Konstantinos Drossos Sharath Adavanne Tuomas Virtanen 99 129 0 30 Jun 2017
Deep Interest Network for Click-Through Rate Prediction Guorui Zhou Cheng-Ning Song Xiaoqiang Zhu Xi-Wang Dai Ziru Xu Xiao Ma Yanghui Yan Junqi Jin Han Li Kun Gai 114 1,844 0 21 Jun 2017
Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras Keunwoo Choi Deokjin Joo Juho Kim VLM 69 72 0 19 Jun 2017
Towards the Improvement of Automated Scientific Document Categorization by Deep Learning Thomas Krause 30 0 0 18 Jun 2017
Dimensionality Reduction using Similarity-induced Embeddings Nikolaos Passalis Anastasios Tefas 36 31 0 18 Jun 2017
A Closer Look at Memorization in Deep Networks Devansh Arpit Stanislaw Jastrzebski Nicolas Ballas David M. Krueger Emmanuel Bengio ... Tegan Maharaj Asja Fischer Aaron Courville Yoshua Bengio Simon Lacoste-Julien TDI 206 1,834 0 16 Jun 2017
Self-ensembling for visual domain adaptation Geoffrey French Michal Mackiewicz M. Fisher 103 44 0 16 Jun 2017
A Fully Trainable Network with RNN-based Pooling Shuai Li W. Li Chris Cook Ce Zhu Yanbo Gao 51 21 0 16 Jun 2017
Proximal Backpropagation Thomas Frerix Thomas Möllenhoff Michael Möller Zorah Lähner 66 31 0 14 Jun 2017
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations Balázs Hidasi Alexandros Karatzoglou 77 838 0 12 Jun 2017
Semantic Entity Retrieval Toolkit Christophe Van Gysel Maarten de Rijke Evangelos Kanoulas 3DV 35 13 0 12 Jun 2017
Practical Gauss-Newton Optimisation for Deep Learning Aleksandar Botev H. Ritter David Barber ODL 105 232 0 12 Jun 2017
Exploring the Syntactic Abilities of RNNs with Multi-task Learning Émile Enguehard Yoav Goldberg Tal Linzen 75 28 0 12 Jun 2017
Online Learning for Neural Machine Translation Post-editing Álvaro Peris L. Cebrián F. Casacuberta OnRL 75 33 0 10 Jun 2017
Characterizing Types of Convolution in Deep Convolutional Recurrent Neural Networks for Robust Speech Emotion Recognition Che-Wei Huang Shrikanth. S. Narayanan HAI 67 25 0 07 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition Miroslav Malik Sharath Adavanne Konstantinos Drossos Tuomas Virtanen D. Ticha R. Jarina 63 62 0 07 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection Sharath Adavanne Konstantinos Drossos Emre Çakir Tuomas Virtanen 68 60 0 07 Jun 2017
Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext John Wieting Jonathan Mallinson Kevin Gimpel 98 106 0 06 Jun 2017
Deep Alignment Network: A convolutional neural network for robust face alignment Marek Kowalski Jacek Naruniec Tomasz Trzciñski CVBM 75 312 0 06 Jun 2017
A Joint Model for Question Answering and Question Generation Tong Wang Xingdi Yuan Adam Trischler 69 108 0 05 Jun 2017
Time-Varying Formation Controllers for Unmanned Aerial Vehicles Using Deep Reinforcement Learning Ronny Conde J. R. Llata C. Torre-Ferrero 36 12 0 05 Jun 2017
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework Shuochao Yao Yiran Zhao Aston Zhang Lu Su Tarek Abdelzaher 92 187 0 05 Jun 2017
Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor Robin Ruede Markus Müller Sebastian Stüker A. Waibel 37 35 0 02 Jun 2017
Learning to Compute Word Embeddings On the Fly Dzmitry Bahdanau Tom Bosc Stanislaw Jastrzebski Edward Grefenstette Pascal Vincent Yoshua Bengio 128 83 0 01 Jun 2017
Bridge Simulation and Metric Estimation on Landmark Manifolds Stefan Sommer Alexis Arnaudon Line Kühnel S. Joshi 46 33 0 31 May 2017
Weakly supervised 3D Reconstruction with Adversarial Constraint JunYoung Gwak Chris Choy Animesh Garg Manmohan Chandraker Silvio Savarese 3DV GAN 88 118 0 31 May 2017
Deep Complex Networks C. Trabelsi O. Bilaniuk Ying Zhang Dmitriy Serdyuk Sandeep Subramanian J. F. Santos Soroush Mehri Negar Rostamzadeh Yoshua Bengio C. Pal 261 839 0 27 May 2017
Stochastic Sequential Neural Networks with Structured Inference Hao Liu Haoli Bai Lirong He Zenglin Xu BDL 51 3 0 24 May 2017
Compressing Recurrent Neural Network with Tensor Train Andros Tjandra S. Sakti Satoshi Nakamura 98 111 0 23 May 2017
GAR: An efficient and scalable Graph-based Activity Regularization for semi-supervised learning Ozsel Kilinc Ismail Uysal 34 28 0 19 May 2017
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 242 1,361 0 19 May 2017
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions Kleomenis Katevas Ilias Leontiadis M. Pielot Joan Serrà HAI 59 12 0 17 May 2017
Unimodal probability distributions for deep ordinal classification Christopher Beckham C. Pal 400 76 0 15 May 2017