Title
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 18 561 0 13 Nov 2015
Visual7W: Grounded Question Answering in Images Yuke Zhu Oliver Groth Michael S. Bernstein Li Fei-Fei 25 871 0 11 Nov 2015
Attention to Scale: Scale-aware Semantic Image Segmentation Liang-Chieh Chen Yi Yang Jiang Wang Wei Xu Alan Yuille SSeg 20 1,316 0 10 Nov 2015
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 440 15,637 0 02 Nov 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 14 2,463 0 27 Oct 2015
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang W. Xu 42 560 0 26 Oct 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 10 1,146 0 15 Oct 2015
Wide-Area Image Geolocalization with Aerial Reference Imagery Scott Workman Richard Souvenir Nathan Jacobs 19 320 0 13 Oct 2015
TagBook: A Semantic Video Representation without Supervision for Event Detection M. Mazloom Xirong Li Cees G. M. Snoek 3DV 16 40 0 10 Oct 2015
Batch Normalized Recurrent Neural Networks César Laurent Gabriel Pereyra Philemon Brakel Y. Zhang Yoshua Bengio 22 213 0 05 Oct 2015
Feature Evaluation of Deep Convolutional Neural Networks for Object Recognition and Detection Hirokatsu Kataoka K. Iwata Y. Satoh ObjD 25 19 0 25 Sep 2015
From Facial Parts Responses to Face Detection: A Deep Learning Approach Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 11 570 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 9 1,178 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
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 19 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
Compression of Fully-Connected Layer in Neural Network by Kronecker Product Shuchang Zhou Jia-Nan Wu 28 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 26 436 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 19 35 0 20 Jul 2015
Learning Complexity-Aware Cascades for Deep Pedestrian Detection Zhaowei Cai M. Saberian Nuno Vasconcelos 16 339 0 19 Jul 2015
Joint Calibration for Semantic Segmentation Holger Caesar J. Uijlings V. Ferrari 30 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 16 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 16 12 0 26 Jun 2015
Deep CNN Ensemble with Data Augmentation for Object Detection Jian Guo Stephen Gould ObjD 23 61 0 24 Jun 2015
Slow and steady feature analysis: higher order temporal coherence in video Dinesh Jayaraman Kristen Grauman 24 142 0 15 Jun 2015
Multi-path Convolutional Neural Networks for Complex Image Classification Mingming Wang 14 20 0 15 Jun 2015
Learning language through pictures Grzegorz Chrupała Ákos Kádár A. Alishahi VLM SSL 27 65 0 11 Jun 2015
Permutation Search Methods are Efficient, Yet Faster Search is Possible Bilegsaikhan Naidan Leonid Boytsov Eric Nyberg 22 54 0 10 Jun 2015
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 27 46 0 09 Jun 2015
Monocular SLAM Supported Object Recognition Sudeep Pillai J. Leonard 20 138 0 04 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian-jun Sun AIMat ObjD 61 61,499 0 04 Jun 2015
Visual Search at Pinterest Yushi Jing David C. Liu Dmitry Kislyuk Andrew Zhai Jiajing Xu Jeff Donahue Sarah Tavel VLM 20 147 0 28 May 2015
Training a Convolutional Neural Network for Appearance-Invariant Place Recognition Ruben Gomez-Ojeda Manuel López-Antequera N. Petkov Javier González Jiménez 16 71 0 27 May 2015
GazeDPM: Early Integration of Gaze Information in Deformable Part Models I. Shcherbatyi Andreas Bulling Mario Fritz 27 10 0 21 May 2015
Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering Haoyuan Gao Junhua Mao Jie Zhou Zhiheng Huang Lei Wang W. Xu 26 497 0 21 May 2015
Multi-scale recognition with DAG-CNNs Songfan Yang Deva Ramanan BDL 28 204 0 20 May 2015
High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps Zhuoyao Zhong Lianwen Jin Zecheng Xie 26 287 0 19 May 2015
Improving Image Classification with Location Context K. Tang Manohar Paluri Li Fei-Fei Rob Fergus Lubomir D. Bourdev SSL 18 121 0 14 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 27 534 0 07 May 2015
Language Models for Image Captioning: The Quirks and What Works Jacob Devlin Hao Cheng Hao Fang Saurabh Gupta Li Deng Xiaodong He Geoffrey Zweig Margaret Mitchell 24 281 0 07 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 15 370 0 07 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 25 596 0 05 May 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 27 2,892 0 05 May 2015
Unsupervised Learning of Visual Representations using Videos X. Wang Abhinav Gupta SSL 22 232 0 04 May 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 35 187 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 14 145 0 29 Apr 2015
Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection David Novotny Jirí Matas 22 8 0 27 Apr 2015
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images Junhua Mao Xu Wei Yi Yang Jiang Wang Zhiheng Huang Alan Yuille 23 154 0 25 Apr 2015