Beyond Short Snippets: Deep Networks for Video Classification

31 March 2015

Joe Yue-Hei Ng

Matthew J. Hausknecht

Sudheendra Vijayanarasimhan

Papers citing "Beyond Short Snippets: Deep Networks for Video Classification"

39 / 739 papers shown

Title
Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web Shugao Ma Sarah Adel Bargal Jianming Zhang Leonid Sigal Stan Sclaroff 15 72 0 22 Dec 2015
Rank Pooling for Action Recognition Basura Fernando E. Gavves José Oramas Amir Ghodrati Tinne Tuytelaars 9 298 0 06 Dec 2015
Actions ~ Transformations Xueliang Wang Ali Farhadi Abhinav Gupta 16 234 0 02 Dec 2015
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 38 609 0 22 Nov 2015
Recognizing Activities of Daily Living with a Wrist-mounted Camera Katsunori Ohnishi Atsushi Kanehira Asako Kanezaki Tatsuya Harada EgoV 18 55 0 20 Nov 2015
Deep End2End Voxel2Voxel Prediction Du Tran Lubomir D. Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri 7 119 0 20 Nov 2015
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 25 661 0 19 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas L. Yao C. Pal Aaron Courville MDE 37 692 0 19 Nov 2015
Collecting and Annotating the Large Continuous Action Dataset D. P. Barrett Ran Xu Haonan Yu J. Siskind 18 5 0 18 Nov 2015
Handcrafted Local Features are Convolutional Neural Networks Zhenzhong Lan Shoou-I Yu Ming Lin Bhiksha Raj Alexander G. Hauptmann 10 9 0 16 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 27 44 0 15 Nov 2015
Learning Fine-grained Features via a CNN Tree for Large-scale Classification Zhenhua Wang Xingxing Wang G. Wang 28 49 0 14 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 24 666 0 12 Nov 2015
Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising Raviteja Vemulapalli Oncel Tuzel Ming Liu 19 69 0 12 Nov 2015
Improving performance of recurrent neural network with relu nonlinearity S. Talathi Aniket A. Vartak ODL 32 88 0 12 Nov 2015
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 25 1,098 0 11 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Fei Wu Yueting Zhuang 24 385 0 11 Nov 2015
Detecting events and key actors in multi-person videos Vignesh Ramanathan Jonathan Huang Sami Abu-El-Haija Alexander N. Gorban Kevin Patrick Murphy Li Fei-Fei 24 208 0 09 Nov 2015
Pooling the Convolutional Layers in Deep ConvNets for Action Recognition Shichao Zhao Yanbin Liu Yahong Han Richang Hong FAtt 15 64 0 06 Nov 2015
Semi-supervised Sequence Learning Andrew M. Dai Quoc V. Le SSL 32 1,231 0 04 Nov 2015
Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders Huan Yang Baoyuan Wang Stephen Lin David Wipf M. Guo B. Guo 18 178 0 06 Oct 2015
Fusing Multi-Stream Deep Networks for Video Classification Zuxuan Wu Yu-Gang Jiang Xi Wang Hao Ye Xiangyang Xue Jun Wang 19 46 0 21 Sep 2015
Learning Contextual Dependencies with Convolutional Hierarchical Recurrent Neural Networks Zhen Zuo Bing Shuai G. Wang Xiao Liu Xingxing Wang Bernie Wang 16 93 0 13 Sep 2015
Object Recognition from Short Videos for Robotic Perception Ivan Bogun A. Angelova Navdeep Jaitly 20 8 0 04 Sep 2015
Deep Convolutional Neural Networks for Smile Recognition P. Glauner CVBM 22 38 0 26 Aug 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
Towards Good Practices for Very Deep Two-Stream ConvNets Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao 16 444 0 08 Jul 2015
P-CNN: Pose-based CNN Features for Action Recognition Guilhem Chéron Ivan Laptev Cordelia Schmid 31 607 0 11 Jun 2015
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in Video Lionel Pigou Aaron van den Oord Sander Dieleman Mieke Van Herreweghe J. Dambre 27 254 0 05 Jun 2015
Classify Images with Conceptor Network Yuhuang Hu S. Advanced C. K. Loo 29 5 0 02 Jun 2015
Efficient Large Scale Video Classification Balakrishnan Varadarajan G. Toderici Sudheendra Vijayanarasimhan Apostol Natsev 31 23 0 22 May 2015
The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition Zhenzhong Lan Dezhong Yao Ming Lin Shoou-I Yu Alexander G. Hauptmann 16 11 0 17 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 33 1,416 0 03 May 2015
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images Chen Sun Sanketh Shetty Rahul Sukthankar Ram Nevatia 22 136 0 04 Apr 2015
Exploiting Image-trained CNN Architectures for Unconstrained Video Classification Shengxin Cindy Zha F. Luisier Walter Andrews Nitish Srivastava Ruslan Salakhutdinov 24 204 0 13 Mar 2015
Temporal Pyramid Pooling Based Convolutional Neural Networks for Action Recognition Peng Wang Yuanzhouhan Cao Chunhua Shen Lingqiao Liu Heng Tao Shen 34 146 0 04 Mar 2015
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks Yu-Gang Jiang Zuxuan Wu Jun Wang Xiangyang Xue Shih-Fu Chang 36 360 0 25 Feb 2015
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 94 6,032 0 17 Nov 2014
Phoneme recognition in TIMIT with BLSTM-CTC Santiago Fernández Alex Graves Jürgen Schmidhuber 63 35 0 21 Apr 2008