Title
Neural Response Generation with Dynamic Vocabularies Yu-Huan Wu Wei Wu Dejian Yang Can Xu Zhoujun Li Ming Zhou 26 74 0 30 Nov 2017
Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure Dieuwke Hupkes Sara Veldhoen Willem H. Zuidema 24 274 0 28 Nov 2017
Invariance of Weight Distributions in Rectified MLPs Russell Tsuchida Farbod Roosta-Khorasani M. Gallagher MLT 32 35 0 24 Nov 2017
Deep Learning for Real-Time Crime Forecasting and its Ternarization Bao Wang Penghang Yin Andrea L. Bertozzi P. Brantingham Stanley J. Osher Jack Xin AI4TS 38 82 0 23 Nov 2017
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks Franyell Silfa Gem Dot J. Arnau Antonio González 33 39 0 20 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 41 80 0 17 Nov 2017
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net Anirudh Goyal Nan Rosemary Ke Surya Ganguli Yoshua Bengio DiffM 35 55 0 07 Nov 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 19 242 0 01 Nov 2017
Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network E. Laloy Romain Hérault J. Lee D. Jacques N. Linde 24 193 0 25 Oct 2017
Deep Gaussian Covariance Network K. Cremanns D. Roos BDL 24 20 0 17 Oct 2017
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation Yading Yuan 40 76 0 12 Oct 2017
Improving speech recognition by revising gated recurrent units Mirco Ravanelli Philemon Brakel M. Omologo Yoshua Bengio 19 52 0 29 Sep 2017
Machine Learning Models that Remember Too Much Congzheng Song Thomas Ristenpart Vitaly Shmatikov VLM 21 505 0 22 Sep 2017
Constrained Bayesian Optimization for Automatic Chemical Design Ryan-Rhys Griffiths José Miguel Hernández-Lobato BDL 39 76 0 16 Sep 2017
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 31 271 0 12 Sep 2017
Improving Landmark Localization with Semi-Supervised Learning S. Honari Pavlo Molchanov Stephen Tyree Pascal Vincent C. Pal Jan Kautz SSL 38 162 0 05 Sep 2017
Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks Konstantin Sozykin Stanislav Protasov A. Khan Rasheed Hussain Jooyoung Lee 35 45 0 05 Sep 2017
A Recurrent Encoder-Decoder Approach with Skip-filtering Connections for Monaural Singing Voice Separation S. I. Mimilakis K. Drossos Tuomas Virtanen G. Schuller 36 30 0 02 Sep 2017
Photorealistic Facial Expression Synthesis by the Conditional Difference Adversarial Autoencoder Yuqian Zhou Bertram Emil Shi CVBM 28 78 0 30 Aug 2017
Understanding and Comparing Deep Neural Networks for Age and Gender Classification Sebastian Lapuschkin Alexander Binder K. Müller Wojciech Samek CVBM 29 135 0 25 Aug 2017
Learning to Plan Chemical Syntheses Marwin H. S. Segler Mike Preuss M. Waller 35 1,356 0 14 Aug 2017
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng Hoifung Poon Chris Quirk Kristina Toutanova Wen-tau Yih 19 508 0 12 Aug 2017
Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings Pawel Cyrta Tomasz Trzciñski Wojciech Stokowiec 19 33 0 09 Aug 2017
Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning M. Schmitz Matthieu Heitz Nicolas Bonneel Fred-Maurice Ngole-Mboula D. Coeurjolly Marco Cuturi Gabriel Peyré Jean-Luc Starck OT 41 135 0 07 Aug 2017
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network Akm Ashiquzzaman A. Tushar Md. Rashedul Islam Jong-Myon Kim BDL 18 87 0 26 Jul 2017
Head Detection with Depth Images in the Wild Diego Ballotta Guido Borghi R. Vezzani Rita Cucchiara CVBM 19 15 0 21 Jul 2017
Neural Person Search Machines Hao Liu Jiashi Feng Zequn Jie J. Karlekar Bo Zhao Meibin Qi Jianguo Jiang Shuicheng Yan 42 152 0 21 Jul 2017
Automatic Identification of Non-Meaningful Body-Movements and What It Reveals About Humans Md. Iftekhar Tanveer Ru Zhao Ehsan Hoque 14 1 0 15 Jul 2017
Deep Learning-Based Communication Over the Air Sebastian Dörner Sebastian Cammerer J. Hoydis S. Brink 24 703 0 11 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 40 141 0 06 Jul 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 24 1,799 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 16 72 0 19 Jun 2017
Self-ensembling for visual domain adaptation Geoffrey French Michal Mackiewicz M. Fisher 19 44 0 16 Jun 2017
Proximal Backpropagation Thomas Frerix Thomas Möllenhoff Michael Möller Daniel Cremers 23 31 0 14 Jun 2017
Semantic Entity Retrieval Toolkit Christophe Van Gysel Maarten de Rijke Evangelos Kanoulas 3DV 26 13 0 12 Jun 2017
Online Learning for Neural Machine Translation Post-editing Álvaro Peris L. Cebrián F. Casacuberta OnRL 27 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 27 25 0 07 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition Miroslav Malik Sharath Adavanne K. Drossos Tuomas Virtanen D. Ticha R. Jarina 20 62 0 07 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection Sharath Adavanne K. Drossos Emre Çakir Tuomas Virtanen 15 60 0 07 Jun 2017
Time-Varying Formation Controllers for Unmanned Aerial Vehicles Using Deep Reinforcement Learning Ronny Conde J. R. Llata C. Torre-Ferrero 9 12 0 05 Jun 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 39 824 0 27 May 2017
Stochastic Sequential Neural Networks with Structured Inference Hao Liu Haoli Bai Lirong He Zenglin Xu BDL 23 3 0 24 May 2017
Compressing Recurrent Neural Network with Tensor Train Andros Tjandra S. Sakti Satoshi Nakamura 28 109 0 23 May 2017
Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions Kleomenis Katevas Ilias Leontiadis M. Pielot Joan Serrà HAI 16 12 0 17 May 2017
Unimodal probability distributions for deep ordinal classification Christopher Beckham C. Pal 23 74 0 15 May 2017
Nonlinear Information Bottleneck Artemy Kolchinsky Brendan D. Tracey David Wolpert 17 153 0 06 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 53 187 0 04 May 2017
Deep Learning for Tumor Classification in Imaging Mass Spectrometry Jens Behrmann Christian Etmann T. Boskamp R. Casadonte J. Kriegsmann Peter Maass 24 104 0 02 May 2017
Semi-supervised Multitask Learning for Sequence Labeling Marek Rei 27 247 0 24 Apr 2017
Mutual Information, Neural Networks and the Renormalization Group M. Koch-Janusz Zohar Ringel DRL AI4CE 6 176 0 20 Apr 2017