Title
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Yanzhe Zhang Yoshua Bengio 173 216 0 05 Oct 2015
Efficient Object Detection for High Resolution Images Y. Lu T. Javidi ObjD 105 11 0 05 Oct 2015
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping Sang Michael Xie Neal Jean Marshall Burke David B. Lobell Stefano Ermon 240 439 0 01 Oct 2015
Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree Chen-Yu Lee Patrick W. Gallagher Zhuowen Tu AI4CE 190 505 0 30 Sep 2015
Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Hirokatsu Kataoka K. Iwata Y. Satoh ObjD 93 22 0 25 Sep 2015
Learning Concept Embeddings with Combined Human-Machine Expertise Michael J. Wilber Iljung S. Kwak D. Kriegman Serge J. Belongie 169 39 0 24 Sep 2015
Learning Visual Clothing Style with Heterogeneous Dyadic Co-occurrences Andreas Veit Balazs Kovacs Sean Bell Julian McAuley Kavita Bala Serge J. Belongie 203 321 0 24 Sep 2015
Automatic Concept Discovery from Parallel Text and Visual Corpora Chen Sun Chuang Gan Ram Nevatia CoGe 106 109 0 24 Sep 2015
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 358 933 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 168 579 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 265 1,274 0 21 Sep 2015
DenseBox: Unifying Landmark Localization with End to End Object Detection Lichao Huang Yi Yang Yafeng Deng Yinan Yu ObjD 231 483 0 16 Sep 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 262 635 0 15 Sep 2015
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning:A Systematic Study Suyog Gupta Wei Zhang Haiwei Yang 178 177 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 112 124 0 10 Sep 2015
Deep Attributes from Context-Aware Regional Neural Codes Jianwei Luo Jianguo Li Jun Wang Zhi-guo Jiang Yurong Chen ObjD 81 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 151 210 0 03 Sep 2015
Exploring Online Ad Images Using a Deep Convolutional Neural Network Approach Michael Fire Jonathan Schler 97 12 0 02 Sep 2015
Rapid Exact Signal Scanning with Deep Convolutional Neural NetworksIEEE Transactions on Signal Processing (IEEE TSP), 2015 Markus Thom Franz Gritschneder 206 10 0 27 Aug 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 463 2,976 0 26 Aug 2015
Seeing Behind the Camera: Identifying the Authorship of a PhotographComputer Vision and Pattern Recognition (CVPR), 2015 Christopher Thomas Adriana Kovashka 140 28 0 20 Aug 2015
DeepWriterID: An End-to-end Online Text-independent Writer Identification SystemIEEE Intelligent Systems (IS), 2015 Weixin Yang Lianwen Jin Manfei Liu HAI 418 123 0 20 Aug 2015
A Deep Learning Approach to Structured Signal RecoveryAllerton Conference on Communication, Control, and Computing (Allerton), 2015 Ali Mousavi Ankit B. Patel Richard G. Baraniuk 187 456 0 17 Aug 2015
Normalized Hierarchical SVM Heejin Choi Yutaka Sasaki Nathan Srebro 35 1 0 11 Aug 2015
Digging Deep into the layers of CNNs: In Search of How CNNs Achieve View InvarianceInternational Conference on Learning Representations (ICLR), 2015 A. Bakry Mohamed Elhoseiny Tarek El-Gaaly Ahmed Elgammal 319 29 0 09 Aug 2015
Places205-VGGNet Models for Scene Recognition Limin Wang Sheng Guo Weilin Huang Yu Qiao 124 166 0 07 Aug 2015
Sublinear Partition Estimation Pushpendre Rastogi Benjamin Van Durme 108 4 0 07 Aug 2015
Deep Convolutional Networks are Hierarchical Kernel Machines Fabio Anselmi Lorenzo Rosasco Cheston Tan T. Poggio 139 53 0 05 Aug 2015
Land Use Classification in Remote Sensing Images by Convolutional Neural Networks M. Castelluccio Giovanni Poggi Carlo Sansone L. Verdoliva 161 623 0 01 Aug 2015
A Visual Embedding for the Unsupervised Extraction of Abstract SemanticsCognitive Systems Research (CSR), 2015 Dario Garcia-Gasulla J. Béjar Ulises Cortés Eduard Ayguadé Jesús Labarta Toyotaro Suzumura Chen Richard SSL 338 18 0 31 Jul 2015
Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification Fan Wu Peijun Hu D. Kong 136 30 0 31 Jul 2015
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic SegmentationBritish Machine Vision Conference (BMVC), 2015 D. L. Richmond Dagmar Kainmüller M. Yang E. Myers Carsten Rother SSeg 210 14 0 27 Jul 2015
Multimodal Deep Learning for Robust RGB-D Object RecognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2015 Andreas Eitel Jost Tobias Springenberg Luciano Spinello Martin Riedmiller Wolfram Burgard 146 665 0 24 Jul 2015
Deep Fishing: Gradient Features from Deep NetsBritish Machine Vision Conference (BMVC), 2015 Albert Gordo Adrien Gaidon Florent Perronnin FAtt SSL 77 4 0 23 Jul 2015
Data-free parameter pruning for Deep Neural NetworksBritish Machine Vision Conference (BMVC), 2015 Suraj Srinivas R. Venkatesh Babu 3DPC 197 565 0 22 Jul 2015
Compression of Fully-Connected Layer in Neural Network by Kronecker ProductInternational Conference on Advanced Computational Intelligence (ICACI), 2015 Shuchang Zhou Jia-Nan Wu 167 28 0 21 Jul 2015
Every Moment Counts: Dense Detailed Labeling of Actions in Complex VideosInternational Journal of Computer Vision (IJCV), 2015 Serena Yeung Olga Russakovsky Ning Jin Mykhaylo Andriluka Greg Mori Li Fei-Fei VLM 415 453 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 114 34 0 20 Jul 2015
Learning Complexity-Aware Cascades for Deep Pedestrian DetectionIEEE International Conference on Computer Vision (ICCV), 2015 Zhaowei Cai M. Saberian Nuno Vasconcelos 151 344 0 19 Jul 2015
Diagnosing State-Of-The-Art Object Proposal MethodsBritish Machine Vision Conference (BMVC), 2015 Erik Cambria Shijian Lu Jianfei Cai G. Lee 95 12 0 16 Jul 2015
High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification Guang Cheng Stefan Wager 342 314 0 10 Jul 2015
Place Categorization and Semantic Mapping on a Mobile RobotIEEE International Conference on Robotics and Automation (ICRA), 2015 Niko Sünderhauf Feras Dayoub Sean McMahon Ben Talbot R. Schulz Peter Corke G. Wyeth B. Upcroft Michael Milford 110 139 0 09 Jul 2015
DCTNet : A Simple Learning-free Approach for Face RecognitionAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2015 C. Ng Andrew Beng Jin Teoh CVBM 129 63 0 08 Jul 2015
Joint Calibration for Semantic SegmentationBritish Machine Vision Conference (BMVC), 2015 Holger Caesar J. Uijlings V. Ferrari 321 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 148 29 0 01 Jul 2015
Natural Neural Networks Guillaume Desjardins Karen Simonyan Razvan Pascanu Koray Kavukcuoglu 241 183 0 01 Jul 2015
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks Huei-Fang Yang Kevin Qinghong Lin Chu-Song Chen 189 261 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 176 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 175 165 0 25 Jun 2015
Deep CNN Ensemble with Data Augmentation for Object Detection Jian Guo Stephen Gould ObjD 123 61 0 24 Jun 2015