Title
How useful is photo-realistic rendering for visual learning? Yair Movshovitz-Attias T. Kanade Yaser Sheikh 3DH 3DV 111 152 0 26 Mar 2016
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim Isabella Nogues Jianhua Yao Ronald M. Summers 51 16 0 25 Mar 2016
Simple Does It: Weakly Supervised Instance and Semantic Segmentation Anna Khoreva Rodrigo Benenson J. Hosang Matthias Hein Bernt Schiele WSOD VLM ISeg 153 748 0 24 Mar 2016
Pixel-Level Domain Transfer Donggeun Yoo Namil Kim Sunggyun Park Anthony S. Paek In So Kweon GAN 77 316 0 24 Mar 2016
Do We Really Need to Collect Millions of Faces for Effective Face Recognition? I. Masi A. Tran J. Leksut Tal Hassner Gérard Medioni CVBM 121 365 0 23 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 125 1,015 0 22 Mar 2016
RotationNet: Joint Object Categorization and Pose Estimation Using Multiviews from Unsupervised Viewpoints Asako Kanezaki Y. Matsushita Y. Nishida 88 14 0 20 Mar 2016
Segmentation from Natural Language Expressions Ronghang Hu Marcus Rohrbach Trevor Darrell VLM EgoV 90 439 0 20 Mar 2016
Towards Automatic Wild Animal Monitoring: Identification of Animal Species in Camera-trap Images using Very Deep Convolutional Neural Networks Alex Gomez-Villa Augusto Salazar J. Vargas-Bonilla 83 309 0 20 Mar 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 149 754 0 19 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 149 620 0 17 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 728 10,234 0 16 Mar 2016
First Person Action-Object Detection with EgoNet Gedas Bertasius H. Park Stella X. Yu Jianbo Shi EgoV 107 59 0 15 Mar 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 146 590 0 15 Mar 2016
Image Co-localization by Mimicking a Good Detector's Confidence Score Distribution Yao Li Linqiao Liu Chunhua Shen Anton Van Den Hengel 92 58 0 15 Mar 2016
Learning Typographic Style S. Baluja 75 15 0 13 Mar 2016
Fast Training of Triplet-based Deep Binary Embedding Networks Bohan Zhuang Guosheng Lin Chunhua Shen Ian Reid MQ 86 114 0 09 Mar 2016
A New Method to Visualize Deep Neural Networks L. Zintgraf Taco S. Cohen Max Welling FAtt 68 47 0 08 Mar 2016
Single Image Restoration for Participating Media Based on Prior Fusion J. O. Gaya F. Moraes Amanda C. Duarte Paulo L. J. Drews-Jr S. Botelho 44 9 0 06 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 139 177 0 05 Mar 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 133 300 0 03 Mar 2016
Decision Forests, Convolutional Networks and the Models in-Between Yani Andrew Ioannou D. Robertson Darko Zikic Peter Kontschieder Jamie Shotton Matthew Brown A. Criminisi 163 89 0 03 Mar 2016
PCANet: An energy perspective Jiasong Wu Shijie Qiu Youyong Kong Longyu Jiang L. Senhadji H. Shu 32 19 0 03 Mar 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 260 1,812 0 02 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 177 739 0 02 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 82 39 0 01 Mar 2016
Seq-NMS for Video Object Detection Wei Han Pooya Khorrami T. Paine Prajit Ramachandran Mohammad Babaeizadeh Humphrey Shi Jianan Li Shuicheng Yan Thomas S. Huang 103 301 0 26 Feb 2016
We don't need no bounding-boxes: Training object class detectors using only human verification Dim P. Papadopoulos J. Uijlings Frank Keller V. Ferrari VLM ObjD 92 138 0 26 Feb 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 92 37 0 26 Feb 2016
Automatic Moth Detection from Trap Images for Pest Management Weiguang Ding Graham W. Taylor 58 310 0 24 Feb 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 587 5,779 0 23 Feb 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 456 14,324 0 23 Feb 2016
The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection Pascal Mettes D. Koelma Cees G. M. Snoek 62 120 0 23 Feb 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 87 244 0 21 Feb 2016
On the Use of Deep Learning for Blind Image Quality Assessment Simone Bianco Luigi Celona Paolo Napoletano Raimondo Schettini VLM 137 341 0 17 Feb 2016
Embracing Error to Enable Rapid Crowdsourcing Ranjay Krishna Kenji Hata Stephanie Chen Joshua Kravitz David A. Shamma Li Fei-Fei Michael S. Bernstein LRM 113 91 0 14 Feb 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 110 1,494 0 14 Feb 2016
Global Deconvolutional Networks for Semantic Segmentation Vladimir Nekrasov Janghoon Ju Jaesik Choi SSeg 56 12 0 12 Feb 2016
Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks Anh Totti Nguyen J. Yosinski Jeff Clune 145 330 0 11 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 208 574 0 10 Feb 2016
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning Hoo-Chang Shin H. Roth Mingchen Gao Le Lu Ziyue Xu Isabella Nogues Jianhua Yao D. Mollura Ronald M. Summers 172 4,629 0 10 Feb 2016
A Theory of Generative ConvNet Jianwen Xie Yang Lu Song-Chun Zhu Ying Nian Wu DiffM GAN 154 320 0 10 Feb 2016
Associative Long Short-Term Memory Ivo Danihelka Greg Wayne Benigno Uria Nal Kalchbrenner Alex Graves 128 180 0 09 Feb 2016
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 279 866 0 09 Feb 2016
Recognition of Visually Perceived Compositional Human Actions by Multiple Spatio-Temporal Scales Recurrent Neural Networks Haanvid Lee Minju Jung Jun Tani 81 20 0 05 Feb 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 163 2,079 0 04 Feb 2016
Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification Keiller Nogueira O. A. B. Penatti J. A. dos Santos 82 837 0 04 Feb 2016
Visual descriptors for content-based retrieval of remote sensing images Paolo Napoletano 103 116 0 02 Feb 2016
Face Alignment by Local Deep Descriptor Regression Amit Kumar Rajeev Ranjan Vishal M. Patel Rama Chellappa 3DV CVBM 57 31 0 29 Jan 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 228 2,455 0 28 Jan 2016