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End-to-end Learning of Action Detection from Frame Glimpses in Videos

22 November 2015

Li Fei-Fei

Papers citing "End-to-end Learning of Action Detection from Frame Glimpses in Videos"

50 / 278 papers shown

Title
Two-Stream Region Convolutional 3D Network for Temporal Activity DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Huijuan Xu Abir Das Kate Saenko 3DPC 189 51 0 05 Jun 2019
Recurrent Existence Determination Through Policy OptimizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Baoxiang Wang 123 1 0 29 May 2019
Exploring Feature Representation and Training strategies in Temporal Action LocalizationInternational Conference on Information Photonics (ICIP), 2019 Tingting Xie Xiaoshan Yang Tianzhu Zhang Changsheng Xu Ioannis Patras 148 7 0 25 May 2019
Scaling Video Analytics on Constrained Edge NodesUSENIX workshop on Tackling computer systems problems with machine learning techniques (SysML), 2019 Christopher Canel Thomas Kim Giulio Zhou Conglong Li Hyeontaek Lim D. Andersen M. Kaminsky Subramanya R. Dulloor 167 176 0 24 May 2019
Marginalized Average Attentional Network for Weakly-Supervised LearningInternational Conference on Learning Representations (ICLR), 2019 Yuan. Yuan Yueming Lyu Xi Shen Ivor W. Tsang Dit-Yan Yeung 132 83 0 21 May 2019
DeepSignals: Predicting Intent of Drivers Through Visual SignalsIEEE International Conference on Robotics and Automation (ICRA), 2019 Davi Frossard Eric Kee R. Urtasun ViT 116 21 0 03 May 2019
Tripping through time: Efficient Localization of Activities in Videos Meera Hahn Asim Kadav James M. Rehg H. Graf 519 90 0 22 Apr 2019
Decoupling Localization and Classification in Single Shot Temporal Action Detection Yupan Huang Jingdong Sun Yutong Lu 97 47 0 16 Apr 2019
Action Recognition from Single Timestamp Supervision in Untrimmed Videos Davide Moltisanti Sanja Fidler Dima Damen 149 64 0 09 Apr 2019
Embryo staging with weakly-supervised region selection and dynamically-decoded predictions Tingfung Lau Nathan Ng J. Gingold N. Desai Julian McAuley Zachary Chase Lipton 86 12 0 09 Apr 2019
SCSampler: Sampling Salient Clips from Video for Efficient Action Recognition Bruno Korbar Du Tran Lorenzo Torresani 162 248 0 08 Apr 2019
Unsupervised learning of action classes with continuous temporal embedding Anna Kukleva Hilde Kuehne Fadime Sener Juergen Gall 164 125 0 08 Apr 2019
ExCL: Extractive Clip Localization Using Natural Language Descriptions Soham Ghosh Anuva Agarwal Zarana Parekh Alexander G. Hauptmann CLIP 162 166 0 04 Apr 2019
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization Alejandro Pardo Humam Alwassel Fabian Caba Heilbron Ali K. Thabet Guohao Li 245 57 0 30 Mar 2019
SE2Net: Siamese Edge-Enhancement Network for Salient Object Detection Sanping Zhou Jimuyang Zhang Jinjun Wang Fei Wang Dong Huang 209 12 0 29 Mar 2019
GolfDB: A Video Database for Golf Swing Sequencing William J. McNally Kanav Vats T. Pinto Chris Dulhanty J. McPhee A. Wong 130 65 0 15 Mar 2019
MS-TCN: Multi-Stage Temporal Convolutional Network for Action SegmentationComputer Vision and Pattern Recognition (CVPR), 2019 Yazan Abu Farha Juergen Gall 302 766 0 05 Mar 2019
Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision Xiaoyu Zhang Haichao Shi Changsheng Li Kai Zheng Xiaobin Zhu Lixin Duan ViT 147 58 0 20 Feb 2019
Exploring Frame Segmentation Networks for Temporal Action Localization Ke Yang Xiaolong Shen Peng Qiao Shijie Li Dongsheng Li Y. Dou 108 10 0 14 Feb 2019
When Causal Intervention Meets Adversarial Examples and Image Masking for Deep Neural NetworksInternational Conference on Information Photonics (ICIP), 2019 Chao-Han Huck Yang Yi-Chieh Liu Pin-Yu Chen Xiaoli Ma Y. Tsai BDL AAML CML 169 21 0 09 Feb 2019
Skeleton-Based Online Action Prediction Using Scale Selection NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Jun Liu Amir Shahroudy G. Wang Ling-yu Duan Alex C. Kot 199 149 0 08 Feb 2019
Learning to Learn in Simulation Ervin Teng Bob Iannucci 67 2 0 05 Feb 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos Dongliang He Xiang Zhao Jizhou Huang Fu Li Xiao-Chang Liu Shilei Wen 187 162 0 21 Jan 2019
Cricket stroke extraction: Towards creation of a large-scale cricket actions dataset Arpan Gupta S. Muthiah 85 6 0 10 Jan 2019
Similarity R-C3D for Few-shot Temporal Activity Detection Huijuan Xu Bingyi Kang Ximeng Sun Jiashi Feng Kate Saenko Trevor Darrell 150 11 0 25 Dec 2018
An Empirical Study towards Understanding How Deep Convolutional Nets Recognize Falls Yan Zhang Heiko Neumann 130 5 0 05 Dec 2018
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 280 226 0 29 Nov 2018
Multi-granularity Generator for Temporal Action Proposal Yuan Liu Lin Ma Yifeng Zhang Wen Liu Shih-Fu Chang 228 203 0 28 Nov 2018
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed VideosIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2018 Joshua Gleason Rajeev Ranjan S. Schwarcz Carlos D. Castillo Jun-Cheng Chen Rama Chellappa 253 40 0 20 Nov 2018
Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action DetectionAAAI Conference on Artificial Intelligence (AAAI), 2018 Yunlu Xu Chengwei Zhang Zhanzhan Cheng Jianwen Xie Yi Niu Shiliang Pu Leilei Gan 190 82 0 19 Nov 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 172 85 0 01 Oct 2018
Learning to Localize and Align Fine-Grained Actions to Sparse Instructions Meera Hahn Nataniel Ruiz Jean-Baptiste Alayrac Ivan Laptev James M. Rehg 100 6 0 22 Sep 2018
Predicting Action Tubes Gurkirt Singh Suman Saha Fabio Cuzzolin ViT 165 23 0 23 Aug 2018
VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Song-Le Chen Lintao Zheng Yan Zhang Zhixin Sun Kai Xu 3DPC 3DV 156 79 0 20 Aug 2018
Story Understanding in Video Advertisements Keren Ye Kyle Buettner Adriana Kovashka 83 14 0 29 Jul 2018
W-TALC: Weakly-supervised Temporal Activity Localization and Classification S. Paul Sourya Roy Amit K. Roy-Chowdhury 303 325 0 27 Jul 2018
Video Storytelling: Textual Summaries for Events Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli DiffM 172 48 0 25 Jul 2018
AutoLoc: Weakly-supervised Temporal Action Localization Zheng Shou Hang Gao Lei Zhang K. Miyazawa Shih-Fu Chang 171 274 0 22 Jul 2018
S3D: Single Shot multi-Span Detector via Fully 3D Convolutional NetworksBritish Machine Vision Conference (BMVC), 2018 Da Zhang Xiyang Dai Xin Eric Wang Yuan-fang Wang 3DPC 167 60 0 21 Jul 2018
CTAP: Complementary Temporal Action Proposal Generation J. Gao Kan Chen Ram Nevatia ViT 191 185 0 12 Jul 2018
Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action DetectorACM Multimedia (ACM MM), 2018 Jia-Xing Zhong Nannan Li Weijie Kong Zhang Tao Thomas H. Li Ge Li 242 99 0 09 Jul 2018
Human Action Recognition and Prediction: A SurveyInternational Journal of Computer Vision (IJCV), 2018 Yu Kong Y. Fu 341 714 0 28 Jun 2018
Modeling Spatio-Temporal Human Track Structure for Action Localization Guilhem Chéron A. Osokin Ivan Laptev Cordelia Schmid 199 3 0 28 Jun 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 230 235 0 24 May 2018
NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning Alexander Richard Hilde Kuehne Ahsan Iqbal Juergen Gall 205 148 0 17 May 2018
Action Completion: A Temporal Model for Moment Detection Farnoosh Heidarivincheh Majid Mirmehdi Dima Damen 125 19 0 17 May 2018
Image Retrieval with Mixed Initiative and Multimodal Feedback Nils Murrugarra-Llerena Adriana Kovashka 127 14 0 08 May 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning Shuyue Lan Yikang Shen Qi Zhu Amit K. Roy-Chowdhury 118 51 0 08 May 2018
Rethinking the Faster R-CNN Architecture for Temporal Action Localization Yu-Wei Chao Sudheendra Vijayanarasimhan Bryan Seybold David A. Ross Gaowen Liu Rahul Sukthankar ObjD 191 671 0 20 Apr 2018
To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location RegressionAAAI Conference on Artificial Intelligence (AAAI), 2018 Yitian Yuan Tao Mei Wenwu Zhu 197 356 0 19 Apr 2018