Title
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 321 2,548 0 03 Jun 2015
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Training a Convolutional Neural Network for Appearance-Invariant Place Recognition Ruben Gomez-Ojeda Manuel López-Antequera N. Petkov Javier González Jiménez 67 72 0 27 May 2015
Texture Synthesis Using Convolutional Neural Networks Leon A. Gatys Alexander S. Ecker Matthias Bethge 3DV 115 131 0 27 May 2015
Accelerating Very Deep Convolutional Networks for Classification and Detection Xinming Zhang Jianhua Zou Kaiming He Jian Sun 117 797 0 26 May 2015
Object-Proposal Evaluation Protocol is 'Gameable' Neelima Chavali Harsh Agrawal Aroma Mahendru Dhruv Batra 85 83 0 21 May 2015
GazeDPM: Early Integration of Gaze Information in Deformable Part Models I. Shcherbatyi Andreas Bulling Mario Fritz 90 10 0 21 May 2015
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DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition Weixin Yang Lianwen Jin Dacheng Tao Zecheng Xie Ziyong Feng 423 132 0 20 May 2015
Multi-scale recognition with DAG-CNNs Songfan Yang Deva Ramanan BDL 76 205 0 20 May 2015
Image Reconstruction from Bag-of-Visual-Words Hiroharu Kato Tatsuya Harada 141 84 0 19 May 2015
High Performance Offline Handwritten Chinese Character Recognition Using GoogLeNet and Directional Feature Maps Zhuoyao Zhong Lianwen Jin Zecheng Xie 67 290 0 19 May 2015
Improving Image Classification with Location Context K. Tang Manohar Paluri Li Fei-Fei Rob Fergus Lubomir D. Bourdev SSL 88 122 0 14 May 2015
Training Deeper Convolutional Networks with Deep Supervision Liwei Wang Chen-Yu Lee Zhuowen Tu Svetlana Lazebnik 86 195 0 11 May 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 115 721 0 08 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 105 535 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 126 281 0 07 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 120 555 0 07 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 131 373 0 07 May 2015
A Deeper Look at Dataset Bias Tatiana Tommasi Novi Patricia Barbara Caputo Tinne Tuytelaars 108 329 0 06 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 147 602 0 05 May 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 169 2,921 0 05 May 2015
Unsupervised Learning of Visual Representations using Videos Xinyu Wang Abhinav Gupta SSL 117 232 0 04 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 195 1,421 0 03 May 2015
Object-Scene Convolutional Neural Networks for Event Recognition in Images Limin Wang Zhe Wang Wenbin Du Yu Qiao 93 67 0 02 May 2015
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions Mikhail Figurnov Aizhan Ibraimova Dmitry Vetrov Pushmeet Kohli 94 137 0 30 Apr 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 152 187 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 97 145 0 29 Apr 2015
Bilinear CNNs for Fine-grained Visual Recognition Tsung-Yu Lin Aruni RoyChowdhury Subhransu Maji 197 1,879 0 29 Apr 2015
Becoming the Expert - Interactive Multi-Class Machine Teaching Edward Johns Oisin Mac Aodha Gabriel J. Brostow 95 75 0 28 Apr 2015
Speeding Up Neural Networks for Large Scale Classification using WTA Hashing Amir-Hossein Bakhtiary Àgata Lapedriza David Masip 66 10 0 28 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 116 155 0 25 Apr 2015
Situational Object Boundary Detection J. Uijlings V. Ferrari 79 29 0 24 Apr 2015
Holistically-Nested Edge Detection Saining Xie Zhuowen Tu 211 3,503 0 24 Apr 2015
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision Gedas Bertasius Jianbo Shi Lorenzo Torresani 107 168 0 23 Apr 2015
Linear Maximum Margin Classifier for Learning from Uncertain Data Christos Tzelepis Vasileios Mezaris Ioannis Patras 46 42 0 15 Apr 2015
Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction Y. Zhang Kihyuk Sohn Ruben Villegas Gang Pan Honglak Lee ObjD 69 215 0 13 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 56 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 127 817 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 87 135 0 04 Apr 2015
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and Retrieval Xirong Li Tiberio Uricchio Lamberto Ballan Marco Bertini Cees G. M. Snoek A. Bimbo 3DV 100 113 0 28 Mar 2015
Initialization Strategies of Spatio-Temporal Convolutional Neural Networks Elman Mansimov Nitish Srivastava Ruslan Salakhutdinov 3DPC 91 35 0 25 Mar 2015
Implementation of a Practical Distributed Calculation System with Browsers and JavaScript, and Application to Distributed Deep Learning K. Miura Tatsuya Harada 48 10 0 19 Mar 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 146 310 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 89 71 0 05 Mar 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 242 1,046 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 136 152 0 05 Mar 2015
Probabilistic Label Relation Graphs with Ising Models Nan Ding Jia Deng Kevin Patrick Murphy Hartmut Neven 106 30 0 04 Mar 2015
Joint calibration of Ensemble of Exemplar SVMs Davide Modolo A. Vezhnevets Olga Russakovsky V. Ferrari 49 12 0 02 Mar 2015