Title
A Light Dual-Task Neural Network for Haze Removal Yu Zhang Xinchao Wang Xiaojun Bi Dacheng Tao 71 13 0 12 Apr 2019
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image Georgios Pavlakos Vasileios Choutas N. Ghorbani Timo Bolkart Ahmed A. A. Osman Dimitrios Tzionas Michael J. Black 3DH 115 1,730 0 11 Apr 2019
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction Kechen Qin Cheng Li Virgil Pavlu J. Aslam 47 26 0 11 Apr 2019
3D Dense Face Alignment via Graph Convolution Networks Huawei Wei Shuang Liang Yichen Wei 3DH 3DV CVBM 60 25 0 11 Apr 2019
Least Squares Auto-Tuning Shane T. Barratt Stephen P. Boyd MoMe 82 23 0 10 Apr 2019
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification Huiping Zhuang Wenxuan Zhou Xin Liu Yangqiu Song 49 21 0 10 Apr 2019
ThumbNet: One Thumbnail Image Contains All You Need for Recognition Chen Zhao Guohao Li 38 12 0 10 Apr 2019
Identifying Sub-Phenotypes of Acute Kidney Injury using Structured and Unstructured Electronic Health Record Data with Memory Networks Zhenxing Xu Jingyuan Chou Xi Sheryl Zhang Yuan Luo T. Isakova ... Richard C. Kiefer J. Pacheco Luke Rasmussen Jyotishman Pathak Fei Wang 74 54 0 10 Apr 2019
Software and application patterns for explanation methods Maximilian Alber 80 11 0 09 Apr 2019
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation K. Fu Peipei Shi Yafei Song Shiming Ge Xiangju Lu Jia Li 40 10 0 09 Apr 2019
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems Jiaxuan You Yichen Wang Aditya Pal Pong Eksombatchai C. Rosenberg J. Leskovec 73 125 0 08 Apr 2019
On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning Lin Liu Rajarshi Mukherjee J. M. Robins 34 2 0 08 Apr 2019
Deep Learning Based Computed Tomography Whys and Wherefores S. Bazrafkan V. V. Nieuwenhove J. Soons J. D. Beenhouwer Jan Sijbers 63 8 0 08 Apr 2019
Temporal Convolution for Real-time Keyword Spotting on Mobile Devices Seungwoo Choi Seokjun Seo Beomjun Shin Hyeongmin Byun Martin Kersner Beomsu Kim Dongyoung Kim S. Ha 107 155 0 08 Apr 2019
FoveaBox: Beyond Anchor-based Object Detector Tao Kong F. Sun Huaping Liu Yuning Jiang Lei Li Jianbo Shi ObjD 102 209 0 08 Apr 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? Yunyang Xiong Ronak R. Mehta Vikas Singh 101 33 0 08 Apr 2019
A Dilated Inception Network for Visual Saliency Prediction Sheng Yang Guosheng Lin Qiuping Jiang Weisi Lin 74 129 0 07 Apr 2019
Self-supervised speaker embeddings Themos Stafylakis Johan Rohdin Oldrich Plchot Petr Mizera L. Burget SSL 50 48 0 06 Apr 2019
Convolutional Relational Machine for Group Activity Recognition Sina Mokhtarzadeh Azar Mina Ghadimi Atigh A. Nickabadi Alexandre Alahi BDL 72 106 0 05 Apr 2019
Deep Learning Features for Robust Detection of Acoustic Events in Sleep-Disordered Breathing Hector E. Romero Ning Ma Guy J. Brown A. Beeston Madina Hasan 38 20 0 05 Apr 2019
On the Equivalence of Automatic and Symbolic Differentiation Soeren Laue 39 4 0 05 Apr 2019
Neural Models of the Psychosemantics of `Most' Lewis O'Sullivan Shane Steinert-Threlkeld 28 1 0 04 Apr 2019
Consistency by Agreement in Zero-shot Neural Machine Translation Maruan Al-Shedivat Ankur P. Parikh 103 57 0 04 Apr 2019
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks Ty Nguyen Shreyas S. Shivakumar Ian D. Miller J. Keller Elijah S. Lee ... Giuseppe Loianno Joseph H. Harwood J. Wozencraft Camillo J Taylor Vijay Kumar SSeg 82 35 0 03 Apr 2019
Identifying disease-free chest X-ray images with deep transfer learning Ken C. L. Wong Mehdi Moradi Joy T. Wu Tanveer Syeda-Mahmood MedIm 25 20 0 02 Apr 2019
Why ResNet Works? Residuals Generalize Fengxiang He Tongliang Liu Dacheng Tao 67 255 0 02 Apr 2019
Unsupervised training of neural mask-based beamforming Lukas Drude Jahn Heymann Reinhold Häb-Umbach 44 22 0 02 Apr 2019
Cyberthreat Detection from Twitter using Deep Neural Networks Nuno Dionísio Fernando Alves Pedro M. Ferreira A. Bessani 73 79 0 01 Apr 2019
Fast and Full-Resolution Light Field Deblurring using a Deep Neural Network Jonathan Samuel Lumentut Tae Hyun Kim R. Ramamoorthi I. Park 49 11 0 31 Mar 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang Piyawat Lertvittayakumjorn Yike Guo VLM 104 118 0 29 Mar 2019
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input Zihao Bo Hang Zhang Jun-hai Yong F. Xu 42 11 0 29 Mar 2019
High Performance Monte Carlo Simulation of Ising Model on TPU Clusters Kun Yang Yi-Fan Chen George Roumpos Christopher Colby John R. Anderson 102 51 0 27 Mar 2019
Scalable Deep Learning on Distributed Infrastructures: Challenges, Techniques and Tools R. Mayer Hans-Arno Jacobsen GNN 83 193 0 27 Mar 2019
Cross-Modal Data Programming Enables Rapid Medical Machine Learning Jared A. Dunnmon Alexander Ratner Nishith Khandwala Khaled Kamal Saab Matthew Markert ... R. Goldman Christopher Lee-Messer M. Lungren D. Rubin Christopher Ré MedIm 89 73 0 26 Mar 2019
RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge Dawei Li Serafettin Tasci Shalini Ghosh Jingwen Zhu Junting Zhang Larry Heck ObjD 71 9 0 26 Mar 2019
Robust Reference Frame Extraction from Unsteady 2D Vector Fields with Convolutional Neural Networks Byungsoo Kim Tobias Günther 3DPC 38 43 0 25 Mar 2019
Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention Ye Xia Jinkyu Kim John F. Canny K. Zipser D. Whitney 71 51 0 24 Mar 2019
TonY: An Orchestrator for Distributed Machine Learning Jobs Anthony Hsu Keqiu Hu Jonathan Hung Arun Suresh Zhe Zhang 36 5 0 24 Mar 2019
An End-to-End Network for Generating Social Relationship Graphs A. Goel K. Ma Cheston Tan GNN 110 40 0 23 Mar 2019
Fast Underwater Image Enhancement for Improved Visual Perception M. Islam Youya Xia Junaed Sattar GAN 76 914 0 23 Mar 2019
Recent advances in conversational NLP : Towards the standardization of Chatbot building Maali Mnasri 41 30 0 21 Mar 2019
Stochastic Optimization of Sorting Networks via Continuous Relaxations Aditya Grover Eric Wang Aaron Zweig Stefano Ermon 101 174 0 21 Mar 2019
The importance of better models in stochastic optimization Hilal Asi John C. Duchi 65 73 0 20 Mar 2019
Modelling Sequential Music Track Skips using a Multi-RNN Approach Christian B. Hansen Casper Hansen Stephen Alstrup J. Simonsen Christina Lioma 41 9 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 49 70 0 20 Mar 2019
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML Jie Zhang Junting Zhang Shalini Ghosh Dawei Li Jingwen Zhu Heming Zhang Yalin Wang CLL 29 2 0 20 Mar 2019
LookUP: Vision-Only Real-Time Precise Underground Localisation for Autonomous Mining Vehicles Fan Zeng A. Jacobson David Smith Nigel Boswell T. Peynot Michael Milford 69 12 0 20 Mar 2019
Corners for Layout: End-to-End Layout Recovery from 360 Images Clara Fernandez-Labrador José M. Fácil Alejandro Pérez-Yus C. Demonceaux Javier Civera Jose J. Guerrero 3DV 69 100 0 19 Mar 2019
Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks Yunxiang Zhang S. Blusseau Santiago Velasco-Forero Isabelle Bloch Jesús Angulo 64 26 0 19 Mar 2019
Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks Sambhav R. Jain Albert Gural Michael Wu Chris Dick MQ 116 152 0 19 Mar 2019