Title
Going Deeper in Facial Expression Recognition using Deep Neural Networks A. Mollahosseini David M. Chan Mohammad H. Mahoor 13 849 0 12 Nov 2015
Representational Distance Learning for Deep Neural Networks Patrick McClure N. Kriegeskorte 27 48 0 12 Nov 2015
Feature Learning based Deep Supervised Hashing with Pairwise Labels Wu-Jun Li Sheng Wang Wang-Cheng Kang 32 656 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 19 61 0 12 Nov 2015
Universum Prescription: Regularization using Unlabeled Data Xiang Zhang Yann LeCun 24 31 0 11 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 44 873 0 11 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 54 1,316 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 26 366 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 20 169 0 10 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 25 113 0 09 Nov 2015
VideoStory Embeddings Recognize Events when Examples are Scarce A. Habibian Thomas Mensink Cees G. M. Snoek 19 11 0 08 Nov 2015
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images Shuran Song Jianxiong Xiao 3DPC 33 680 0 07 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 448 15,652 0 02 Nov 2015
Accurate Vision-based Vehicle Localization using Satellite Imagery Hang Chu Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter 25 12 0 30 Oct 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 49 2,465 0 27 Oct 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 44 560 0 26 Oct 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li Liming Zhao Lina Wei Ming-Hsuan Yang Fei Wu Yueting Zhuang Haibin Ling Jingdong Wang 11 496 0 19 Oct 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 15 1,152 0 15 Oct 2015
Wide-Area Image Geolocalization with Aerial Reference Imagery Scott Workman Richard Souvenir Nathan Jacobs 30 323 0 13 Oct 2015
TagBook: A Semantic Video Representation without Supervision for Event Detection M. Mazloom Xirong Li Cees G. M. Snoek 3DV 18 40 0 10 Oct 2015
Distilling Model Knowledge George Papamakarios BDL 32 17 0 08 Oct 2015
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 24 1,363 0 08 Oct 2015
VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback Ruining He Julian McAuley BDL 24 885 0 06 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Wenjie Qu Yoshua Bengio 38 213 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 17 428 0 01 Oct 2015
Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Hirokatsu Kataoka K. Iwata Y. Satoh ObjD 33 19 0 25 Sep 2015
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 35 874 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 22 570 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 74 1,180 0 21 Sep 2015
DenseBox: Unifying Landmark Localization with End to End Object Detection Lichao Huang Yi Yang Yafeng Deng Yinan Yu ObjD 22 461 0 16 Sep 2015
Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang Venkatesh Saligrama 11 615 0 15 Sep 2015
Model Accuracy and Runtime Tradeoff in Distributed Deep Learning:A Systematic Study Suyog Gupta Wei Zhang Fei-Yue Wang 17 170 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 17 117 0 10 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 4 198 0 03 Sep 2015
Seeing Behind the Camera: Identifying the Authorship of a Photograph Christopher Thomas Adriana Kovashka 24 27 0 20 Aug 2015
DeepWriterID: An End-to-end Online Text-independent Writer Identification System Weixin Yang Lianwen Jin Manfei Liu HAI 15 113 0 20 Aug 2015
A Deep Learning Approach to Structured Signal Recovery Ali Mousavi Ankit B. Patel Richard G. Baraniuk 20 440 0 17 Aug 2015
Places205-VGGNet Models for Scene Recognition Limin Wang Sheng Guo Weilin Huang Yu Qiao 16 152 0 07 Aug 2015
Flip-Rotate-Pooling Convolution and Split Dropout on Convolution Neural Networks for Image Classification Fan Wu Peijun Hu D. Kong 38 30 0 31 Jul 2015
Compression of Fully-Connected Layer in Neural Network by Kronecker Product Shuchang Zhou Jia-Nan Wu 36 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 42 436 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 27 35 0 20 Jul 2015
Learning Complexity-Aware Cascades for Deep Pedestrian Detection Zhaowei Cai M. Saberian Nuno Vasconcelos 24 339 0 19 Jul 2015
Joint Calibration for Semantic Segmentation Holger Caesar J. Uijlings V. Ferrari 41 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 21 28 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 24 12 0 26 Jun 2015
Deep CNN Ensemble with Data Augmentation for Object Detection Jian Guo Stephen Gould ObjD 31 61 0 24 Jun 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 29 54 0 21 Jun 2015
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 26 143 0 15 Jun 2015
Multi-path Convolutional Neural Networks for Complex Image Classification Mingming Wang 22 20 0 15 Jun 2015