Title
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 26 133 0 27 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 138 10,189 0 27 Mar 2016
How useful is photo-realistic rendering for visual learning? Yair Movshovitz-Attias T. Kanade Yaser Sheikh 3DH 3DV 30 151 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 22 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 50 743 0 24 Mar 2016
Deep Extreme Feature Extraction: New MVA Method for Searching Particles in High Energy Physics Chao Ma Tianchenghou Bin Lan Jinhui Xu Zhenhua Zhang 16 0 0 24 Mar 2016
Pixel-Level Domain Transfer Donggeun Yoo Namil Kim Sunggyun Park Anthony S. Paek In So Kweon GAN 20 315 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 55 366 0 23 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 34 1,012 0 22 Mar 2016
Segmentation from Natural Language Expressions Ronghang Hu Marcus Rohrbach Trevor Darrell VLM EgoV 30 430 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 35 301 0 20 Mar 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 24 743 0 19 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks Xinyu Wang Abhinav Gupta GAN 75 617 0 17 Mar 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 168 10,138 0 16 Mar 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 19 584 0 15 Mar 2016
Learning Typographic Style S. Baluja 30 15 0 13 Mar 2016
Fast Training of Triplet-based Deep Binary Embedding Networks Bohan Zhuang Guosheng Lin Chunhua Shen Ian Reid MQ 32 113 0 09 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 17 9 0 06 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui Chen Chen 48 176 0 05 Mar 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 33 298 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 26 88 0 03 Mar 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 104 1,787 0 02 Mar 2016
Synthesized Classifiers for Zero-Shot Learning Soravit Changpinyo Wei-Lun Chao Boqing Gong Fei Sha 71 734 0 02 Mar 2016
Cascaded Subpatch Networks for Effective CNNs Xiaoheng Jiang Yanwei Pang Manli Sun Xuelong Li 39 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 24 301 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 26 138 0 26 Feb 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 32 37 0 26 Feb 2016
Automatic Moth Detection from Trap Images for Pest Management Weiguang Ding Graham W. Taylor 17 305 0 24 Feb 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 191 14,175 0 23 Feb 2016
A Survey of Semantic Segmentation Martin Thoma SSeg 25 242 0 21 Feb 2016
On the Use of Deep Learning for Blind Image Quality Assessment Simone Bianco Luigi Celona Paolo Napoletano Raimondo Schettini VLM 33 336 0 17 Feb 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 45 1,482 0 14 Feb 2016
Global Deconvolutional Networks for Semantic Segmentation Vladimir Nekrasov Janghoon Ju Jaesik Choi SSeg 31 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 28 324 0 11 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 46 571 0 10 Feb 2016
A Theory of Generative ConvNet Jianwen Xie Yang Lu Song-Chun Zhu Ying Nian Wu DiffM GAN 50 318 0 10 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 190 847 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 30 20 0 05 Feb 2016
Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering Ruining He Julian McAuley 4 2,045 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 28 831 0 04 Feb 2016
Visual descriptors for content-based retrieval of remote sensing images Paolo Napoletano 28 116 0 02 Feb 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 124 2,414 0 28 Jan 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 277 2,559 0 25 Jan 2016
Relief R-CNN : Utilizing Convolutional Features for Fast Object Detection Guiying Li Junlong Liu Chunhui Jiang Liangpeng Zhang Minlong Lin Ke Tang ObjD 29 7 0 25 Jan 2016
A Taxonomy of Deep Convolutional Neural Nets for Computer Vision Suraj Srinivas Ravi Kiran Sarvadevabhatla Konda Reddy Mopuri N. Prabhu S. Kruthiventi R. Venkatesh Babu OOD 35 216 0 25 Jan 2016
PN-Net: Conjoined Triple Deep Network for Learning Local Image Descriptors Vassileios Balntas Edward Johns Lilian Tang K. Mikolajczyk 20 172 0 19 Jan 2016
Multimodal Pivots for Image Caption Translation Julian Hitschler Shigehiko Schamoni Stefan Riezler 56 97 0 15 Jan 2016
Using Filter Banks in Convolutional Neural Networks for Texture Classification Vincent Andrearczyk P. Whelan 3DV 30 250 0 12 Jan 2016
Exploiting Local Structures with the Kronecker Layer in Convolutional Networks Shuchang Zhou Jia-Nan Wu Yuxin Wu Xinyu Zhou 27 40 0 31 Dec 2015
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses Jiaqian Yu Matthew Blaschko 35 38 0 24 Dec 2015