Title
Deep Policy Hashing Network with Listwise Supervision Shaoying Wang Hai-Cheng Lai Yifan Yang Jian Yin 36 3 0 03 Apr 2019
Good News, Everyone! Context driven entity-aware captioning for news images Ali Furkan Biten Lluís Gómez Marçal Rusiñol Dimosthenis Karatzas 32 140 0 02 Apr 2019
Curls & Whey: Boosting Black-Box Adversarial Attacks Yucheng Shi Siyu Wang Yahong Han AAML 23 116 0 02 Apr 2019
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection Jack W. Stokes Rakshit Agrawal Geoff McDonald Matthew J. Hausknecht 13 11 0 01 Apr 2019
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Axel Barroso Laguna Edgar Riba D. Ponsa K. Mikolajczyk 3DPC 24 274 0 01 Apr 2019
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Kaixuan Wei Jiaolong Yang Ying Fu David Wipf Hua Huang 29 146 0 01 Apr 2019
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 28 453 0 01 Apr 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 27 931 0 31 Mar 2019
PyramidBox++: High Performance Detector for Finding Tiny Face Zhihang Li Xu Tang Junyu Han Jingtuo Liu Ran He ObjD CVBM 38 45 0 31 Mar 2019
Asymmetric Deep Semantic Quantization for Image Retrieval Zhan Yang Osolo Ian Raymond Wuqing Sun J. Long 41 5 0 29 Mar 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 44 627 0 29 Mar 2019
Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning Wenbin Li Lei Wang Jinglin Xu Jing Huo Yang Gao Jiebo Luo 37 484 0 28 Mar 2019
Learning to Transfer Examples for Partial Domain Adaptation Zhangjie Cao Kaichao You Mingsheng Long Jianmin Wang Qiang Yang 27 274 0 28 Mar 2019
IMAE for Noise-Robust Learning: Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude's Variance Matters Xinshao Wang Yang Hua Elyor Kodirov David Clifton N. Robertson NoLa 29 62 0 28 Mar 2019
Diversity with Cooperation: Ensemble Methods for Few-Shot Classification Nikita Dvornik Cordelia Schmid Julien Mairal VLM 8 195 0 27 Mar 2019
A novel machine learning based framework for detection of Autism Spectrum Disorder (ASD) H. Sharif Rizwan Ahmed Khan 30 49 0 27 Mar 2019
Image search using multilingual texts: a cross-modal learning approach between image and text Maxime Portaz Hicham Randrianarivo A. Nivaggioli Estelle Maudet Christophe Servan Sylvain Peyronnet 37 12 0 27 Mar 2019
Training Quantized Neural Networks with a Full-precision Auxiliary Module Bohan Zhuang Lingqiao Liu Mingkui Tan Chunhua Shen Ian Reid MQ 40 62 0 27 Mar 2019
Optimising the Input Image to Improve Visual Relationship Detection Noel Mizzi A. Muscat 18 2 0 26 Mar 2019
Large-scale interactive object segmentation with human annotators Rodrigo Benenson S. Popov V. Ferrari VLM 37 221 0 26 Mar 2019
Improving image classifiers for small datasets by learning rate adaptations Sourav Mishra T. Yamasaki Hideaki Imaizumi 16 11 0 26 Mar 2019
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph Yao-Hung Hubert Tsai S. Divvala Louis-Philippe Morency Ruslan Salakhutdinov Ali Farhadi 32 103 0 25 Mar 2019
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Siyuan Qiao Huiyu Wang Chenxi Liu Wei Shen Alan Yuille MQ 37 144 0 25 Mar 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 28 83 0 25 Mar 2019
PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain Sheng You Ning You Minxue Pan GAN 21 20 0 25 Mar 2019
Rotated Feature Network for multi-orientation object detection Zhixin Zhang Xudong Chen Jie Liu Kaibo Zhou ObjD 20 8 0 23 Mar 2019
V2CNet: A Deep Learning Framework to Translate Videos to Commands for Robotic Manipulation A. Nguyen Thanh-Toan Do Ian Reid D. Caldwell Nikos G. Tsagarakis 29 21 0 23 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial Learning Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 22 505 0 22 Mar 2019
SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding Ilke Demir Camilla Hahn Kathryn Leonard Géraldine Morin Dana Rahbani A. Panotopoulou Amélie Fondevilla Elena Balashova Bastien Durix Adam Kortylewski 3DPC 30 32 0 21 Mar 2019
Progressive Sparse Local Attention for Video object detection Chaoxu Guo Bin Fan Jie Gu Qian Zhang Shiming Xiang V. Prinet Chunhong Pan 29 85 0 21 Mar 2019
Localization of Unmanned Aerial Vehicles in Corridor Environments using Deep Learning R. P. Padhy Shahzad Ahmad Sachin Verma Pankaj K. Sa Sambit Bakshi 31 6 0 21 Mar 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 20 204 0 21 Mar 2019
Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction Chen-Hsuan Lin Oliver Wang Bryan C. Russell Eli Shechtman Vladimir G. Kim Matthew Fisher Simon Lucey 24 66 0 20 Mar 2019
Segmentation-Based Deep-Learning Approach for Surface-Defect Detection Domen Tabernik Samo Sela J. Skvarc D. Skočaj 19 684 0 20 Mar 2019
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set Yu Deng Jiaolong Yang Sicheng Xu Dong Chen Yunde Jia Xin Tong CVBM 3DV 3DH 28 691 0 20 Mar 2019
Convolution with even-sized kernels and symmetric padding Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 22 68 0 20 Mar 2019
Class-incremental Learning via Deep Model Consolidation Junting Zhang Jie Zhang Shalini Ghosh Dawei Li Serafettin Tasci Larry Heck Heming Zhang C.-C. Jay Kuo CLL 27 335 0 19 Mar 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 8 72 0 17 Mar 2019
Unsupervised Part-Based Disentangling of Object Shape and Appearance Dominik Lorenz Leonard Bereska Timo Milbich Bjorn Ommer OCL DRL 33 148 0 16 Mar 2019
Improving Strong-Scaling of CNN Training by Exploiting Finer-Grained Parallelism Nikoli Dryden N. Maruyama Tom Benson Tim Moon M. Snir B. Van Essen 39 49 0 15 Mar 2019
Adversarial Networks for Camera Pose Regression and Refinement Mai Bui Christoph Baur Nassir Navab Slobodan Ilic Shadi Albarqouni GAN 44 20 0 15 Mar 2019
Selective Kernel Networks Xiang Li Wenhai Wang Xiaolin Hu Jian Yang 51 2,006 0 15 Mar 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 34 20 0 15 Mar 2019
Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition Heliang Zheng Jianlong Fu Zhengjun Zha Jiebo Luo 31 382 0 14 Mar 2019
RVOS: End-to-End Recurrent Network for Video Object Segmentation Carles Ventura Míriam Bellver Andreu Girbau Amaia Salvador F. Marqués Xavier Giró-i-Nieto VOS 38 229 0 13 Mar 2019
Hardness-Aware Deep Metric Learning Wenzhao Zheng Zhaodong Chen Jiwen Lu Jie Zhou 23 171 0 13 Mar 2019
Visual Semantic Information Pursuit: A Survey Daqi Liu M. Bober J. Kittler 22 31 0 13 Mar 2019
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification Weijie Chen Di Xie Yuan Zhang Shiliang Pu 30 80 0 13 Mar 2019
Towards Unsupervised Cancer Subtyping: Predicting Prognosis Using A Histologic Visual Dictionary Hassan Muhammad C. Sigel Gabriele Campanella T. Börner L. Pak ... B. Koerkamp M. Doukas William R. Jarnagin Amber L. Simpson Thomas J. Fuchs 19 12 0 12 Mar 2019
Open-Set Recognition Using Intra-Class Splitting Patrick Schlachter Yiwen Liao Bin Yang BDL MQ VLM 25 32 0 12 Mar 2019