Title
Deep SimNets Nadav Cohen Or Sharir Amnon Shashua 35 46 0 09 Jun 2015
Monocular SLAM Supported Object Recognition Sudeep Pillai J. Leonard 28 138 0 04 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 284 61,736 0 04 Jun 2015
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 41 2,506 0 03 Jun 2015
Understanding deep features with computer-generated imagery Mathieu Aubry Bryan C. Russell 24 148 0 03 Jun 2015
Visual Search at Pinterest Yushi Jing David C. Liu Dmitry Kislyuk Andrew Zhai Jiajing Xu Jeff Donahue Sarah Tavel VLM 25 147 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 26 72 0 27 May 2015
GazeDPM: Early Integration of Gaze Information in Deformable Part Models I. Shcherbatyi Andreas Bulling Mario Fritz 35 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 Wenyuan Xu 32 497 0 21 May 2015
Multi-scale recognition with DAG-CNNs Songfan Yang Deva Ramanan BDL 30 204 0 20 May 2015
High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps Zhuoyao Zhong Lianwen Jin Zecheng Xie 28 287 0 19 May 2015
Improving Image Classification with Location Context K. Tang Manohar Paluri Li Fei-Fei Rob Fergus Lubomir D. Bourdev SSL 34 122 0 14 May 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 44 712 0 08 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 41 534 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 32 281 0 07 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 34 553 0 07 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 44 371 0 07 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 41 596 0 05 May 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 83 2,898 0 05 May 2015
Unsupervised Learning of Visual Representations using Videos Xinyu Wang Abhinav Gupta SSL 48 232 0 04 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 57 1,417 0 03 May 2015
Object-Scene Convolutional Neural Networks for Event Recognition in Images Limin Wang Zhe Wang Wenbin Du Yu Qiao 40 66 0 02 May 2015
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions Mikhail Figurnov Aizhan Ibraimova Dmitry Vetrov Pushmeet Kohli 32 137 0 30 Apr 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 50 187 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 24 145 0 29 Apr 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 69 1,869 0 29 Apr 2015
Becoming the Expert - Interactive Multi-Class Machine Teaching Edward Johns Oisin Mac Aodha Gabriel J. Brostow 23 75 0 28 Apr 2015
Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection David Novotny Jirí Matas 30 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 42 154 0 25 Apr 2015
Situational Object Boundary Detection J. Uijlings V. Ferrari 27 29 0 24 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 64 3,476 0 24 Apr 2015
Linear Maximum Margin Classifier for Learning from Uncertain Data Christos Tzelepis Vasileios Mezaris Ioannis Patras 26 41 0 15 Apr 2015
Real-world Object Recognition with Off-the-shelf Deep Conv Nets: How Many Objects can iCub Learn? Giulia Pasquale C. Ciliberto Francesca Odone Lorenzo Rosasco Lorenzo Natale 22 12 0 13 Apr 2015
MOTChallenge 2015: Towards a Benchmark for Multi-Target Tracking Laura Leal-Taixé Anton Milan Ian Reid Stefan Roth Konrad Schindler VOT 17 812 0 08 Apr 2015
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images Chen Sun Sanketh Shetty Rahul Sukthankar Ram Nevatia 28 136 0 04 Apr 2015
Implementation of a Practical Distributed Calculation System with Browsers and JavaScript, and Application to Distributed Deep Learning K. Miura Tatsuya Harada 23 10 0 19 Mar 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 73 308 0 09 Mar 2015
Color Image Classification via Quaternion Principal Component Analysis Network Rui Zeng Jiasong Wu Zhuhong Shao Yang Chen L. Senhadji H. Shu 43 71 0 05 Mar 2015
What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision J. Malmaud Jonathan Huang V. Rathod Nick Johnston Andrew Rabinovich Kevin Patrick Murphy 39 152 0 05 Mar 2015
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval Adam W. Harley Alex Ufkes Konstantinos G. Derpanis 64 394 0 25 Feb 2015
Visualizing Object Detection Features Carl Vondrick A. Khosla Hamed Pirsiavash Tomasz Malisiewicz Antonio Torralba 36 56 0 19 Feb 2015
Measuring and Understanding Sensory Representations within Deep Networks Using a Numerical Optimization Framework Chuan-Yung Tsai David D. Cox 29 7 0 17 Feb 2015
SA-CNN: Dynamic Scene Classification using Convolutional Neural Networks Aalok Gangopadhyay Shivam Mani Tripathi Ishan Jindal Shanmuganathan Raman 40 20 0 17 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 136 43,110 0 11 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 199 10,021 0 10 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 153 5,155 0 10 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 29 18,505 0 06 Feb 2015
TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries Evan R. Sparks Ameet Talwalkar Michael Franklin Michael I. Jordan Tim Kraska 34 25 0 31 Jan 2015
Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval F. Zhao Yongzhen Huang Liang Wang Tieniu Tan 45 610 0 26 Jan 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 38 350 0 23 Jan 2015