Title
Deep Cross Residual Learning for Multitask Visual Recognition Brendan Jou Shih-Fu Chang ObjD 21 91 0 05 Apr 2016
Deep Image Retrieval: Learning global representations for image search Albert Gordo Jon Almazán Jérôme Revaud Diane Larlus 21 801 0 05 Apr 2016
Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller Wojciech Samek FAtt 12 452 0 04 Apr 2016
Good Practice in CNN Feature Transfer Liang Zheng Yali Zhao Shengjin Wang Jingdong Wang Q. Tian 30 160 0 01 Apr 2016
Modeling Visual Compatibility through Hierarchical Mid-level Elements José Oramas Tinne Tuytelaars 6 21 0 31 Mar 2016
Rich Image Captioning in the Wild Kenneth Tran Xiaodong He Lei Zhang Jian Sun Cornelia Carapcea Chris Thrasher Chris Buehler Chris Sienkiewicz VLM 17 123 0 30 Mar 2016
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification Ishan Misra C. L. Zitnick M. Hebert SSL 20 66 0 28 Mar 2016
Human Pose Estimation using Deep Consensus Voting Ita Lifshitz Ethan Fetaya S. Ullman 3DH 17 158 0 27 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 11 10,156 0 27 Mar 2016
How useful is photo-realistic rendering for visual learning? Yair Movshovitz-Attias T. Kanade Yaser Sheikh 3DH 3DV 22 152 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 14 16 0 25 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 14 0 0 24 Mar 2016
Pixel-Level Domain Transfer Donggeun Yoo Namil Kim Sunggyun Park Anthony S. Paek In So Kweon GAN 9 315 0 24 Mar 2016
Learning Representations for Automatic Colorization Gustav Larsson Michael Maire Gregory Shakhnarovich VLM SSL 14 1,009 0 22 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 18 299 0 20 Mar 2016
Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation Alexander Kolesnikov Christoph H. Lampert SSeg 24 742 0 19 Mar 2016
Generative Image Modeling using Style and Structure Adversarial Networks X. Wang Abhinav Gupta GAN 20 617 0 17 Mar 2016
Learning Typographic Style S. Baluja 14 15 0 13 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 8 9 0 06 Mar 2016
Network Morphism Tao Wei Changhu Wang Y. Rui C. L. P. Chen 21 176 0 05 Mar 2016
Learning Physical Intuition of Block Towers by Example Adam Lerer Sam Gross Rob Fergus PINN 11 298 0 03 Mar 2016
MOT16: A Benchmark for Multi-Object Tracking Anton Milan Laura Leal-Taixe Ian Reid Stefan Roth Konrad Schindler VOT 30 1,775 0 02 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 22 300 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 24 37 0 26 Feb 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 13 14,133 0 23 Feb 2016
On the Use of Deep Learning for Blind Image Quality Assessment Simone Bianco Luigi Celona Paolo Napoletano Raimondo Schettini VLM 11 336 0 17 Feb 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 25 1,479 0 14 Feb 2016
A Theory of Generative ConvNet Jianwen Xie Yang Lu Song-Chun Zhu Ying Nian Wu DiffM GAN 13 318 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 170 840 0 09 Feb 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 230 2,545 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 21 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 20 215 0 25 Jan 2016
Using Filter Banks in Convolutional Neural Networks for Texture Classification Vincent Andrearczyk P. Whelan 3DV 14 250 0 12 Jan 2016
The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses Jiaqian Yu Matthew Blaschko 13 38 0 24 Dec 2015
Adaptive Object Detection Using Adjacency and Zoom Prediction Y. Lu T. Javidi Svetlana Lazebnik ObjD 26 75 0 24 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 27 1,204 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He X. Zhang Shaoqing Ren Jian-jun Sun MedIm 34 191,084 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 13 27,066 0 02 Dec 2015
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Bach Alexander Binder G. Montavon K. Müller Wojciech Samek 19 198 0 01 Dec 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 34 1,159 0 24 Nov 2015
Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Eric Tzeng Coline Devin Judy Hoffman Chelsea Finn Pieter Abbeel Sergey Levine Kate Saenko Trevor Darrell OOD 16 138 0 23 Nov 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 19 609 0 22 Nov 2015
Mapping Images to Sentiment Adjective Noun Pairs with Factorized Neural Nets T. Narihira Damian Borth Stella X. Yu Karl S. Ni Trevor Darrell CoGe 19 14 0 21 Nov 2015
All you need is a good init Dmytro Mishkin Jirí Matas ODL 19 603 0 19 Nov 2015
Training Deep Neural Networks via Direct Loss Minimization Yang Song A. Schwing R. Zemel R. Urtasun 19 100 0 19 Nov 2015
Learning Structured Inference Neural Networks with Label Relations Hexiang Hu Guang-Tong Zhou Zhiwei Deng Zicheng Liao Greg Mori NAI BDL 33 126 0 17 Nov 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 14 284 0 17 Nov 2015
Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets Patrick Judd Jorge Albericio Tayler H. Hetherington Tor M. Aamodt Natalie D. Enright Jerger R. Urtasun Andreas Moshovos 16 100 0 17 Nov 2015
Unsupervised Learning of Edges Yin Li Manohar Paluri James M. Rehg Piotr Dollár SSL 19 91 0 13 Nov 2015