v1v2 (latest)

Two-Stream Convolutional Networks for Action Recognition in Videos

Neural Information Processing Systems (NeurIPS), 2014

9 June 2014

Karen Simonyan

Andrew Zisserman

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Papers citing "Two-Stream Convolutional Networks for Action Recognition in Videos"

50 / 2,334 papers shown

Title
Learning a Deep Model for Human Action Recognition from Novel Viewpoints Hossein Rahmani Lin Wang M. Shah 145 218 0 02 Feb 2016
Order-aware Convolutional Pooling for Video Based Action Recognition Peng Wang Lingqiao Liu Chunhua Shen Heng Tao Shen 141 25 0 31 Jan 2016
Learning to Extract Motion from Videos in Convolutional Neural Networks Damien Teney M. Hebert 99 72 0 27 Jan 2016
Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs Zheng Shou Dongang Wang Shih-Fu Chang 157 41 0 09 Jan 2016
Visually Indicated Sounds Andrew Owens Phillip Isola Josh H. McDermott Antonio Torralba Edward H. Adelson William T. Freeman 335 403 0 28 Dec 2015
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 166 74 0 22 Dec 2015
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 523 5,623 0 22 Dec 2015
Deep Tracking: Visual Tracking Using Deep Convolutional Networks Meera Hahn Si Chen Afshin Dehghan MDE 91 8 0 13 Dec 2015
Action Recognition with Image Based CNN Features Mahdyar Ravanbakhsh Hossein Mousavi Mohammad Rastegari Vittorio Murino L. Davis 113 66 0 13 Dec 2015
RNN Fisher Vectors for Action Recognition and Image Annotation Guy Lev Gil Sadeh Benjamin Klein Lior Wolf 127 169 0 12 Dec 2015
Recognition from Hand Cameras C. Chan Shou-Zhong Chen P. Xie Chiung-Chih Chang Min Sun HAI 113 1 0 07 Dec 2015
Rank Pooling for Action Recognition Basura Fernando E. Gavves José Oramas Amir Ghodrati Tinne Tuytelaars 211 308 0 06 Dec 2015
What can we learn about CNNs from a large scale controlled object dataset? Ali Borji S. Izadi Laurent Itti 121 5 0 04 Dec 2015
Actions ~ Transformations Xinyu Wang Ali Farhadi Abhinav Gupta 256 240 0 02 Dec 2015
Deep End2End Voxel2Voxel Prediction Du Tran Lubomir D. Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri 182 121 0 20 Nov 2015
Delving Deeper into Convolutional Networks for Learning Video Representations Nicolas Ballas Weitong Chen C. Pal Aaron Courville MDE 267 751 0 19 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 731 1,944 0 17 Nov 2015
Handcrafted Local Features are Convolutional Neural Networks Zhenzhong Lan Shoou-I Yu Ming Lin Bhiksha Raj Alexander G. Hauptmann 151 9 0 16 Nov 2015
Performing Highly Accurate Predictions Through Convolutional Networks for Actual Telecommunication Challenges J. Zaratiegui Ana Montoro Federico Castanedo 108 10 0 16 Nov 2015
Uncovering Temporal Context for Video Question and Answering Linchao Zhu Zhongwen Xu Yi Yang Alexander G. Hauptmann BDL 149 45 0 15 Nov 2015
Learning Fine-grained Features via a CNN Tree for Large-scale Classification Zhenhua Wang Xingxing Wang G. Wang 153 50 0 14 Nov 2015
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition Zhiwei Deng Arash Vahdat Hexiang Hu Greg Mori BDL GNN 198 247 0 13 Nov 2015
Action Recognition using Visual Attention Shikhar Sharma Ryan Kiros Ruslan Salakhutdinov 265 677 0 12 Nov 2015
Deep Gaussian Conditional Random Field Network: A Model-based Deep Network for Discriminative Denoising Raviteja Vemulapalli Oncel Tuzel Ming-Yuan Liu 119 71 0 12 Nov 2015
Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning Pingbo Pan Zhongwen Xu Yi Yang Leilei Gan Yueting Zhuang 134 390 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 182 215 0 09 Nov 2015
Pooling the Convolutional Layers in Deep ConvNets for Action Recognition Shichao Zhao Yanbin Liu Yahong Han Richang Hong FAtt 119 64 0 06 Nov 2015
Objects2action: Classifying and localizing actions without any video example Mihir Jain Jan van Gemert Thomas Mensink Cees G. M. Snoek 153 163 0 23 Oct 2015
Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition Zhenzhong Lan Alexander G. Hauptmann 136 8 0 15 Oct 2015
Learning Deep Representations of Appearance and Motion for Anomalous Event Detection Dan Xu Elisa Ricci Yan Yan Jingkuan Song Andrii Zadaianchuk 301 533 0 06 Oct 2015
Unsupervised Extraction of Video Highlights Via Robust Recurrent Auto-encoders Huan Yang Baoyuan Wang Stephen Lin David Wipf Minyi Guo B. Guo 189 182 0 06 Oct 2015
Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks Lin Sun Kui Jia Dit-Yan Yeung Bertram E. Shi 220 536 0 02 Oct 2015
Fusing Multi-Stream Deep Networks for Video Classification Zuxuan Wu Yu-Gang Jiang Xi Wang Hao Ye Xiangyang Xue Jun Wang 155 48 0 21 Sep 2015
Expanded Parts Model for Semantic Description of Humans in Still Images Gaurav Sharma F. Jurie Cordelia Schmid VLM 192 35 0 14 Sep 2015
Time-series modeling with undecimated fully convolutional neural networks Roni Mittelman AI4TS BDL 124 51 0 03 Aug 2015
Multimodal Deep Learning for Robust RGB-D Object RecognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2015 Andreas Eitel Jost Tobias Springenberg Luciano Spinello Martin Riedmiller Wolfram Burgard 146 666 0 24 Jul 2015
Every Moment Counts: Dense Detailed Labeling of Actions in Complex VideosInternational Journal of Computer Vision (IJCV), 2015 Serena Yeung Olga Russakovsky Ning Jin Mykhaylo Andriluka Greg Mori Li Fei-Fei VLM 419 453 0 21 Jul 2015
Towards Good Practices for Very Deep Two-Stream ConvNets Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao 222 454 0 08 Jul 2015
Cross Modal Distillation for Supervision Transfer Saurabh Gupta Judy Hoffman Jitendra Malik 339 567 0 02 Jul 2015
Deep Structured Models For Group Activity RecognitionBritish Machine Vision Conference (BMVC), 2015 Zhiwei Deng Mengyao Zhai Lei Chen Yuhao Liu S. Muralidharan M. J. Roshtkhari Greg Mori BDL 143 99 0 12 Jun 2015
P-CNN: Pose-based CNN Features for Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2015 Guilhem Chéron Ivan Laptev Cordelia Schmid 179 624 0 11 Jun 2015
Flowing ConvNets for Human Pose Estimation in VideosIEEE International Conference on Computer Vision (ICCV), 2015 Tomas Pfister James Charles Andrew Zisserman 3DH 226 571 0 09 Jun 2015
Spatial Transformer NetworksNeural Information Processing Systems (NeurIPS), 2015 Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 1.3K 7,783 0 05 Jun 2015
Learning to track for spatio-temporal action localizationIEEE International Conference on Computer Vision (ICCV), 2015 Philippe Weinzaepfel Zaïd Harchaoui Cordelia Schmid 368 342 0 05 Jun 2015
Beyond Temporal Pooling: Recurrence and Temporal Convolutions for Gesture Recognition in VideoInternational Journal of Computer Vision (IJCV), 2015 Lionel Pigou Aaron van den Oord Sander Dieleman Mieke Van Herreweghe J. Dambre 284 268 0 05 Jun 2015
Learning with hidden variablesCurrent Opinion in Neurobiology (Curr Opin Neurobiol), 2015 Y. Roudi Graham Taylor 99 16 0 01 Jun 2015
Efficient Large Scale Video Classification Balakrishnan Varadarajan G. Toderici Sudheendra Vijayanarasimhan Apostol Natsev 166 24 0 22 May 2015
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors Limin Wang Yu Qiao Xiaoou Tang 194 1,187 0 19 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 130 11 0 17 May 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 468 4,301 0 17 May 2015