Title
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 32 496 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 34 121 0 14 May 2015
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 41 535 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 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 44 370 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 2,896 0 05 May 2015
Unsupervised Learning of Visual Representations using Videos Xihuai Wang Abhinav Gupta SSL 46 232 0 04 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 57 1,416 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 45 187 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 24 145 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 25 154 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 3,469 0 24 Apr 2015
Linear Maximum Margin Classifier for Learning from Uncertain Data Christos Tzelepis Vasileios Mezaris Ioannis Patras 23 41 0 15 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 18 10 0 19 Mar 2015
Fully Connected Deep Structured Networks Alex Schwing R. Urtasun SSeg 68 308 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 21 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 36 152 0 05 Mar 2015
Evaluation of Deep Convolutional Nets for Document Image Classification and Retrieval Adam W. Harley Alex Ufkes Konstantinos G. Derpanis 64 393 0 25 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 43,050 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 157 10,011 0 10 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 132 5,150 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 18,474 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 31 25 0 31 Jan 2015
Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval F. Zhao Yongzhen Huang Liang Wang Tieniu Tan 45 609 0 26 Jan 2015
Taking a Deeper Look at Pedestrians J. Hosang Mohamed Omran Rodrigo Benenson Bernt Schiele 38 350 0 23 Jan 2015
Deep Image: Scaling up Image Recognition Ren Wu Shengen Yan Yi Shan Qingqing Dang Gang Sun VLM 41 373 0 13 Jan 2015
A Dataset for Movie Description Anna Rohrbach Marcus Rohrbach Niket Tandon Bernt Schiele VGen 54 497 0 12 Jan 2015
Salient Object Detection: A Benchmark Ali Borji Ming-Ming Cheng Huaizu Jiang Jia Li 46 1,720 0 05 Jan 2015
Learning Deep Object Detectors from 3D Models Xingchao Peng Baochen Sun Karim Ali Kate Saenko 3DPC 3DV 35 59 0 22 Dec 2014
Attention for Fine-Grained Categorization P. Sermanet Andrea Frome Esteban Real 41 159 0 22 Dec 2014
Object Detectors Emerge in Deep Scene CNNs Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba ObjD 21 1,278 0 22 Dec 2014
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 86 1,235 0 20 Dec 2014
Visualizing and Comparing Convolutional Neural Networks Wei Yu Kuiyuan Yang Yalong Bai Huanjin Yao Y. Rui SSL 40 50 0 20 Dec 2014
Visual Scene Representations: Contrast, Scaling and Occlusion Stefano Soatto Jingming Dong Nikolaos Karianakis 35 5 0 20 Dec 2014
Training Deep Neural Networks on Noisy Labels with Bootstrapping Scott E. Reed Honglak Lee Dragomir Anguelov Christian Szegedy D. Erhan Andrew Rabinovich NoLa 78 1,012 0 20 Dec 2014
Towards Open World Recognition Abhijit Bendale Terrance Boult 50 562 0 18 Dec 2014
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection Wanli Ouyang Xiaogang Wang Xingyu Zeng Shi Qiu Ping Luo ... Hongsheng Li Shuo Yang Zhe Wang Chen Change Loy Xiaoou Tang ObjD 37 436 0 17 Dec 2014
Translating Videos to Natural Language Using Deep Recurrent Neural Networks Subhashini Venugopalan Huijuan Xu Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko 47 951 0 15 Dec 2014