Title
ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detection and Crowd Density Level Classification Mark A Marsden Kevin McGuinness Suzanne Little Noel E. O'Connor 30 116 0 30 May 2017
The Numerics of GANs L. Mescheder Sebastian Nowozin Andreas Geiger GAN 45 455 0 30 May 2017
Kronecker Recurrent Units C. Jose Moustapha Cissé François Fleuret ODL 29 45 0 29 May 2017
Filtering Variational Objectives Chris J. Maddison Dieterich Lawson George Tucker N. Heess Mohammad Norouzi A. Mnih Arnaud Doucet Yee Whye Teh FedML 22 210 0 25 May 2017
Doubly Stochastic Variational Inference for Deep Gaussian Processes Hugh Salimbeni M. Deisenroth BDL GP 48 415 0 24 May 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 69 732 0 24 May 2017
Bayesian Compression for Deep Learning Christos Louizos Karen Ullrich Max Welling UQCV BDL 23 479 0 24 May 2017
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation Matthias Hein Maksym Andriushchenko AAML 45 506 0 23 May 2017
Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks Behzad Hassani Mohammad H. Mahoor CVBM 32 24 0 22 May 2017
Reducing Reparameterization Gradient Variance Andrew C. Miller N. Foti Alexander DÁmour Ryan P. Adams 30 84 0 22 May 2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning W. Wen Cong Xu Feng Yan Chunpeng Wu Yandan Wang Yiran Chen Hai Helen Li 52 984 0 22 May 2017
On-the-fly Operation Batching in Dynamic Computation Graphs Graham Neubig Yoav Goldberg Chris Dyer 34 60 0 22 May 2017
CayleyNets: Graph Convolutional Neural Networks with Complex Rational Spectral Filters Ron Levie Federico Monti Xavier Bresson M. Bronstein GNN 44 658 0 22 May 2017
Incorporating Depth into both CNN and CRF for Indoor Semantic Segmentation Jindong Jiang Zhijun Zhang Yongqian Huang Lunan Zheng 45 28 0 21 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 157 3,759 0 19 May 2017
NeuroNER: an easy-to-use program for named-entity recognition based on neural networks Franck Dernoncourt Ji Young Lee Peter Szolovits 27 188 0 16 May 2017
Deep neural networks on graph signals for brain imaging analysis Yiluan Guo Hossein Nejati Ngai-man Cheung GNN 19 26 0 13 May 2017
Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN Hyeungill Lee Sungyeob Han Jungwoo Lee AAML GAN 8 149 0 09 May 2017
Large scale digital prostate pathology image analysis combining feature extraction and deep neural network Naiyun Zhou Andrey Fedorov F. Fennessy Ron Kikinis Yi Gao MedIm 14 26 0 07 May 2017
Residual Squeeze VGG16 Hussam Qassim David Feinzimer Abhishek Verma VLM 24 21 0 05 May 2017
Motion Prediction Under Multimodality with Conditional Stochastic Networks Katerina Fragkiadaki Jonathan Huang Alexander A. Alemi Sudheendra Vijayanarasimhan Susanna Ricco Rahul Sukthankar 3DH 25 25 0 05 May 2017
Learning to Estimate 3D Hand Pose from Single RGB Images Christiane Zimmermann Thomas Brox 3DH 30 699 0 03 May 2017
Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network Xiangyong Cao Feng Zhou Lin Xu Deyu Meng Zongben Xu J. Paisley 21 250 0 01 May 2017
A Conditional Variational Framework for Dialog Generation Xiaoyu Shen Hui Su Yanran Li Wenjie Li Shuzi Niu Yang Zhao Akiko Aizawa Guoping Long 30 115 0 30 Apr 2017
Image reconstruction by domain transform manifold learning Bo Zhu Jeremiah Zhe Liu Bruce Rosen Matthew S. Rosen 49 1,518 0 28 Apr 2017
Neural Ranking Models with Weak Supervision Mostafa Dehghani Hamed Zamani Aliaksei Severyn J. Kamps W. Bruce Croft 44 413 0 28 Apr 2017
DeepArchitect: Automatically Designing and Training Deep Architectures Renato M. P. Negrinho Geoffrey J. Gordon 31 185 0 28 Apr 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 28 341 0 27 Apr 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 34 190 0 25 Apr 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 76 2,558 0 25 Apr 2017
Robust, Deep and Inductive Anomaly Detection Raghavendra Chalapathy A. Menon Sanjay Chawla 30 161 0 22 Apr 2017
In-Datacenter Performance Analysis of a Tensor Processing Unit N. Jouppi C. Young Nishant Patil David Patterson Gaurav Agrawal ... Vijay Vasudevan Richard Walter Walter Wang Eric Wilcox Doe Hyun Yoon 98 4,615 0 16 Apr 2017
HPTT: A High-Performance Tensor Transposition C++ Library P. Springer Tong Su Paolo Bientinesi 24 49 0 14 Apr 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 87 2,720 0 13 Apr 2017
Enabling Embedded Inference Engine with ARM Compute Library: A Case Study Dawei Sun Shaoshan Liu J. Gaudiot 13 13 0 12 Apr 2017
Seismic facies recognition based on prestack data using deep convolutional autoencoder Feng Qian Miao Yin Xiao-Yang Liu Yaojun Wang Guangmin Hu 32 104 0 08 Apr 2017
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models Minsuk Kahng Pierre Yves Andrews Aditya Kalro Duen Horng Chau HAI 23 322 0 06 Apr 2017
Efficient Parallel Translating Embedding For Knowledge Graphs Denghui Zhang Manling Li Yantao Jia Yuanzhuo Wang Xueqi Cheng 32 18 0 30 Mar 2017
Tacotron: Towards End-to-End Speech Synthesis Yuxuan Wang RJ Skerry-Ryan Daisy Stanton Yonghui Wu Ron J. Weiss ... Samy Bengio Quoc V. Le Yannis Agiomyrgiannakis R. Clark Rif A. Saurous 98 1,805 0 29 Mar 2017
SEGAN: Speech Enhancement Generative Adversarial Network Santiago Pascual Antonio Bonafonte Joan Serrà GAN 36 1,139 0 28 Mar 2017
The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation Yuanhan Mo Fangde Liu Douglas McIlwraith Guang Yang Jingqing Zhang T. He Yike Guo 27 2 0 27 Mar 2017
Flare: Native Compilation for Heterogeneous Workloads in Apache Spark Grégory M. Essertel Ruby Y. Tahboub James M. Decker Kevin J. Brown K. Olukotun Tiark Rompf 21 13 0 23 Mar 2017
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation Jean-Benoit Delbrouck Stéphane Dupont 51 30 0 23 Mar 2017
Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks Thijs Kooi N. Karssemeijer 31 48 0 22 Mar 2017
A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA K. Abdelouahab C. Bourrasset Maxime Pelcat F. Berry J. Quinton Jocelyn Serot 35 21 0 21 Mar 2017
An Accelerated Analog Neuromorphic Hardware System Emulating NMDA- and Calcium-Based Non-Linear Dendrites Johannes Schemmel Laura Kriener Paul Müller K. Meier 27 74 0 21 Mar 2017
Zero-Shot Learning by Generating Pseudo Feature Representations Jiang Lu Jin Li Ziang Yan Changshui Zhang VLM 25 24 0 19 Mar 2017
A Study of Complex Deep Learning Networks on High Performance, Neuromorphic, and Quantum Computers T. Potok Catherine D. Schuman Steven R. Young Robert M. Patton F. Spedalieri Jeremy Liu Ke-Thia Yao Garrett S. Rose Gangotree Chakma 25 80 0 15 Mar 2017
A Data Driven Approach for Compound Figure Separation Using Convolutional Neural Networks Satoshi Tsutsui David J. Crandall 24 41 0 15 Mar 2017
Portable learning environments for hands-on computational instruction: Using container- and cloud-based technology to teach data science Chris Holdgraf Aaron Culich Ariel S. Rokem Fatma Deniz M. Alegro D. Ushizima 14 17 0 15 Mar 2017