Title
Automatic Concept Discovery from Parallel Text and Visual Corpora Chen Sun Chuang Gan Ram Nevatia CoGe 64 107 0 24 Sep 2015
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 179 886 0 22 Sep 2015
From Facial Parts Responses to Face Detection: A Deep Learning Approach Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 102 570 0 22 Sep 2015
Evaluating the visualization of what a Deep Neural Network has learned Wojciech Samek Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller XAI 150 1,205 0 21 Sep 2015
DenseBox: Unifying Landmark Localization with End to End Object Detection Lichao Huang Yi Yang Yafeng Deng Yinan Yu ObjD 111 463 0 16 Sep 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 102 618 0 15 Sep 2015
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning:A Systematic Study Suyog Gupta Wei Zhang Fei Wang 114 172 0 14 Sep 2015
Real-time Sign Language Fingerspelling Recognition using Convolutional Neural Networks from Depth map Byeongkeun Kang Subarna Tripathi Truong Thao Nguyen SLR 62 117 0 10 Sep 2015
Deep Attributes from Context-Aware Regional Neural Codes Jianwei Luo Jianguo Li Jun Wang Zhi-guo Jiang Yurong Chen ObjD 32 6 0 08 Sep 2015
A Dataset for Improved RGBD-based Object Detection and Pose Estimation for Warehouse Pick-and-Place C. Rennie Rahul Shome Kostas E. Bekris Alberto F. de Souza 83 200 0 03 Sep 2015
Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach Michael Fire Jonathan Schler 54 11 0 02 Sep 2015
Rapid Exact Signal Scanning with Deep Convolutional Neural Networks Markus Thom Franz Gritschneder 97 10 0 27 Aug 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 244 2,874 0 26 Aug 2015
Seeing Behind the Camera: Identifying the Authorship of a Photograph Christopher Thomas Adriana Kovashka 77 28 0 20 Aug 2015
DeepWriterID: An End-to-end Online Text-independent Writer Identification System Weixin Yang Lianwen Jin Manfei Liu HAI 391 113 0 20 Aug 2015
A Deep Learning Approach to Structured Signal Recovery Ali Mousavi Ankit B. Patel Richard G. Baraniuk 111 445 0 17 Aug 2015
Places205-VGGNet Models for Scene Recognition Limin Wang Sheng Guo Weilin Huang Yu Qiao 82 155 0 07 Aug 2015
Deep Convolutional Networks are Hierarchical Kernel Machines Fabio Anselmi Lorenzo Rosasco Cheston Tan T. Poggio 78 53 0 05 Aug 2015
Land Use Classification in Remote Sensing Images by Convolutional Neural Networks M. Castelluccio Giovanni Poggi Carlo Sansone L. Verdoliva 89 613 0 01 Aug 2015
Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification Fan Wu Peijun Hu D. Kong 105 30 0 31 Jul 2015
Multimodal Deep Learning for Robust RGB-D Object Recognition Andreas Eitel Jost Tobias Springenberg Luciano Spinello Martin Riedmiller Wolfram Burgard 85 647 0 24 Jul 2015
Deep Fishing: Gradient Features from Deep Nets Albert Gordo Adrien Gaidon Florent Perronnin FAtt SSL 40 4 0 23 Jul 2015
Data-free parameter pruning for Deep Neural Networks Suraj Srinivas R. Venkatesh Babu 3DPC 112 548 0 22 Jul 2015
Compression of Fully-Connected Layer in Neural Network by Kronecker Product Shuchang Zhou Jia-Nan Wu 89 26 0 21 Jul 2015
Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos Serena Yeung Olga Russakovsky Ning Jin Mykhaylo Andriluka Greg Mori Li Fei-Fei VLM 119 441 0 21 Jul 2015
Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries Yuke Zhu Ce Zhang Christopher Ré Li Fei-Fei 72 35 0 20 Jul 2015
Learning Complexity-Aware Cascades for Deep Pedestrian Detection Zhaowei Cai M. Saberian Nuno Vasconcelos 92 340 0 19 Jul 2015
Diagnosing State-Of-The-Art Object Proposal Methods Erik Cambria Shijian Lu Jianfei Cai G. Lee 55 12 0 16 Jul 2015
High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification Yan Sun Stefan Wager 186 289 0 10 Jul 2015
Place Categorization and Semantic Mapping on a Mobile Robot Niko Sünderhauf Feras Dayoub Sean McMahon Ben Talbot R. Schulz Peter Corke G. Wyeth B. Upcroft Michael Milford 68 132 0 09 Jul 2015
DCTNet : A Simple Learning-free Approach for Face Recognition C. Ng Andrew Beng Jin Teoh CVBM 36 59 0 08 Jul 2015
Joint Calibration for Semantic Segmentation Holger Caesar J. Uijlings V. Ferrari 115 37 0 06 Jul 2015
Pose Embeddings: A Deep Architecture for Learning to Match Human Poses Greg Mori C. Pantofaru Nisarg Kothari Thomas Leung G. Toderici Alexander Toshev Weilong Yang 3DH 84 28 0 01 Jul 2015
Natural Neural Networks Guillaume Desjardins Karen Simonyan Razvan Pascanu Koray Kavukcuoglu 140 176 0 01 Jul 2015
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks Huei-Fang Yang Kevin Qinghong Lin Chu-Song Chen 86 252 0 01 Jul 2015
Convolutional networks and learning invariant to homogeneous multiplicative scalings M. Tygert Arthur Szlam Soumith Chintala MarcÁurelio Ranzato Yuandong Tian Wojciech Zaremba 114 12 0 26 Jun 2015
AttentionNet: Aggregating Weak Directions for Accurate Object Detection Donggeun Yoo Sunggyun Park Joon-Young Lee Anthony S. Paek In So Kweon 105 162 0 25 Jun 2015
Deep CNN Ensemble with Data Augmentation for Object Detection Jian Guo Stephen Gould ObjD 77 61 0 24 Jun 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 106 54 0 21 Jun 2015
The Extreme Value Machine Ethan M. Rudd Lalit P. Jain Walter J. Scheirer Terrance E. Boult VLM 155 301 0 19 Jun 2015
Exploring the influence of scale on artist attribution Nanne van Noord E. Postma 25 0 0 19 Jun 2015
Scalable Semi-Supervised Aggregation of Classifiers Akshay Balsubramani Y. Freund 74 7 0 18 Jun 2015
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification Munawar Hayat Salman H. Khan Bennamoun Senjian An 99 69 0 18 Jun 2015
Learning with a Wasserstein Loss Charlie Frogner Chiyuan Zhang H. Mobahi Mauricio Araya-Polo T. Poggio 141 603 0 17 Jun 2015
A Discriminative Representation of Convolutional Features for Indoor Scene Recognition Salman H. Khan Munawar Hayat Bennamoun R. Togneri Ferdous Sohel 75 71 0 17 Jun 2015
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 120 143 0 15 Jun 2015
Multi-path Convolutional Neural Networks for Complex Image Classification Mingming Wang 73 21 0 15 Jun 2015
Spectral Representations for Convolutional Neural Networks Oren Rippel Jasper Snoek Ryan P. Adams 77 331 0 11 Jun 2015
Learning language through pictures Grzegorz Chrupała Ákos Kádár Afra Alishahi VLM SSL 106 65 0 11 Jun 2015
Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Deepak Pathak Philipp Krahenbuhl Trevor Darrell SSeg 183 614 0 11 Jun 2015