Title
SparkNet: Training Deep Networks in Spark Philipp Moritz Robert Nishihara Ion Stoica Michael I. Jordan 144 171 0 19 Nov 2015
Active Object Localization with Deep Reinforcement Learning Juan C. Caicedo Svetlana Lazebnik ObjD 89 445 0 18 Nov 2015
Staleness-aware Async-SGD for Distributed Deep Learning Wei Zhang Suyog Gupta Xiangru Lian Ji Liu 121 267 0 18 Nov 2015
Metric Learning with Adaptive Density Discrimination Oren Rippel Manohar Paluri Piotr Dollar Lubomir D. Bourdev 113 215 0 18 Nov 2015
Collecting and Annotating the Large Continuous Action Dataset D. P. Barrett Ran Xu Haonan Yu J. Siskind 50 5 0 18 Nov 2015
Competitive Multi-scale Convolution Zhibin Liao G. Carneiro 83 45 0 18 Nov 2015
Learning Structured Inference Neural Networks with Label Relations Hexiang Hu Guang-Tong Zhou Zhiwei Deng Zicheng Liao Greg Mori NAI BDL 139 126 0 17 Nov 2015
Learning Neural Network Architectures using Backpropagation Suraj Srinivas R. Venkatesh Babu AI4CE 88 30 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 94 284 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 93 100 0 17 Nov 2015
Diversity Networks: Neural Network Compression Using Determinantal Point Processes Zelda E. Mariet S. Sra 158 129 0 16 Nov 2015
Learning Representations of Affect from Speech Sayan Ghosh Eugene Laksana Louis-Philippe Morency Stefan Scherer SSL 51 29 0 15 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 101 45 0 15 Nov 2015
DISC: Deep Image Saliency Computing via Progressive Representation Learning Tianshui Chen Liang Lin Lingbo Liu Xiaonan Luo Xuelong Li 102 158 0 13 Nov 2015
Unsupervised Learning of Edges Yin Li Manohar Paluri James M. Rehg Piotr Dollár SSL 100 91 0 13 Nov 2015
Natural Language Object Retrieval Ronghang Hu Huazhe Xu Marcus Rohrbach Jiashi Feng Kate Saenko Trevor Darrell ObjD 164 555 0 13 Nov 2015
Deep Mean Maps Junier B. Oliva Danica J. Sutherland Barnabás Póczós J. Schneider 78 8 0 13 Nov 2015
UA-DETRAC: A New Benchmark and Protocol for Multi-Object Detection and Tracking Longyin Wen Dawei Du Zhaowei Cai Zhen Lei Ming-Ching Chang H. Qi Jongwoo Lim Ming-Hsuan Yang Siwei Lyu VOT 124 586 0 13 Nov 2015
Going Deeper in Facial Expression Recognition using Deep Neural Networks A. Mollahosseini David M. Chan Mohammad H. Mahoor 78 861 0 12 Nov 2015
Multimodal Skip-gram Using Convolutional Pseudowords Zachary Seymour Yingming Li Zhongfei Zhang 31 1 0 12 Nov 2015
Representational Distance Learning for Deep Neural Networks Patrick McClure N. Kriegeskorte 105 48 0 12 Nov 2015
Feature Learning based Deep Supervised Hashing with Pairwise Labels Wu-Jun Li Sheng Wang Wang-Cheng Kang 97 660 0 12 Nov 2015
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks Chen Sun Manohar Paluri R. Collobert Ram Nevatia Lubomir D. Bourdev 115 61 0 12 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 132 31 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 187 891 0 11 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 192 1,322 0 10 Nov 2015
Semantic Image Segmentation with Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform Liang-Chieh Chen Jonathan T. Barron George Papandreou Kevin Patrick Murphy Alan Yuille 115 367 0 10 Nov 2015
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer Jun Xie Martin Kiefel Ming-Ting Sun Andreas Geiger ISeg 119 169 0 10 Nov 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 149 792 0 09 Nov 2015
A Century of Portraits: A Visual Historical Record of American High School Yearbooks Shiry Ginosar Kate Rakelly Sarah Sachs Brian Yin Crystal Lee Philipp Krahenbuhl Alexei A. Efros 97 113 0 09 Nov 2015
VideoStory Embeddings Recognize Events when Examples are Scarce A. Habibian Thomas Mensink Cees G. M. Snoek 73 11 0 08 Nov 2015
LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks Guosheng Lin Xiongwei Wu Hantang Liu Yue Wu Huiqiong Wang Hui Xue Qiang Wu ObjD 93 77 0 08 Nov 2015
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images Shuran Song Jianxiong Xiao 3DPC 165 680 0 07 Nov 2015
Learning Visual Features from Large Weakly Supervised Data Armand Joulin Laurens van der Maaten Allan Jabri Nicolas Vasilache SSL 146 410 0 06 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.2K 15,911 0 02 Nov 2015
Accurate Vision-based Vehicle Localization using Satellite Imagery Hang Chu Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter 50 13 0 30 Oct 2015
Privacy Prediction of Images Shared on Social Media Sites Using Deep Features Ashwini Tonge Cornelia Caragea 96 14 0 29 Oct 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 216 2,479 0 27 Oct 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 129 560 0 26 Oct 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li Liming Zhao Lina Wei Ming-Hsuan Yang Leilei Gan Yueting Zhuang Haibin Ling Jingdong Wang 108 497 0 19 Oct 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 73 1,191 0 15 Oct 2015
Wide-Area Image Geolocalization with Aerial Reference Imagery Scott Workman Richard Souvenir Nathan Jacobs 103 331 0 13 Oct 2015
DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations S. Kruthiventi Kumar Ayush R. Venkatesh Babu 128 484 0 10 Oct 2015
TagBook: A Semantic Video Representation without Supervision for Event Detection M. Mazloom Xirong Li Cees G. M. Snoek 3DV 66 40 0 10 Oct 2015
Distilling Model Knowledge George Papamakarios BDL 61 17 0 08 Oct 2015
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 145 1,373 0 08 Oct 2015
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback Ruining He Julian McAuley BDL 137 917 0 06 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Yanzhe Zhang Yoshua Bengio 73 214 0 05 Oct 2015
Efficient Object Detection for High Resolution Images Y. Lu T. Javidi ObjD 65 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 103 433 0 01 Oct 2015