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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"

50 / 737 papers shown

Title
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences Xingyu Liu Mengyuan Yan Jeannette Bohg 3DPC 79 194 0 21 Oct 2019
Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos R Gnana Praveen Eric Granger P. Cardinal 95 26 0 17 Oct 2019
Making Third Person Techniques Recognize First-Person Actions in Egocentric Videos Sagar Verma Pravin Nagar Divam Gupta Chetan Arora EgoV 41 12 0 17 Oct 2019
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition Alexandros Stergiou R. Poppe 3DH 45 19 0 30 Sep 2019
Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns Jianwen Xie Song-Chun Zhu Ying Nian Wu GAN 74 52 0 26 Sep 2019
Making the Invisible Visible: Action Recognition Through Walls and Occlusions Tianhong Li Lijie Fan Mingmin Zhao Yingcheng Liu Dina Katabi 91 110 0 20 Sep 2019
Identifying and Resisting Adversarial Videos Using Temporal Consistency Xiaojun Jia Xingxing Wei Xiaochun Cao AAML 42 15 0 11 Sep 2019
Reasoning About Human-Object Interactions Through Dual Attention Networks Tete Xiao Quanfu Fan Dan Gutfreund Mathew Monfort A. Oliva Bolei Zhou 56 35 0 10 Sep 2019
Discriminative Video Representation Learning Using Support Vector Classifiers Jue Wang A. Cherian 32 5 0 05 Sep 2019
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 72 85 0 03 Sep 2019
Cooperative Cross-Stream Network for Discriminative Action Representation Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 62 5 0 27 Aug 2019
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 55 60 0 27 Aug 2019
Multi-Task Deep Learning with Dynamic Programming for Embryo Early Development Stage Classification from Time-Lapse Videos Zihan Liu Bo Huang Yuqi Cui Yifan Xu Bo Zhang Lixia Zhu Yang Wang L. Jin Dongrui Wu 28 26 0 22 Aug 2019
Cross-Enhancement Transform Two-Stream 3D ConvNets for Action Recognition Dong Cao Lisha Xu Dongdong Zhang ViT 46 1 0 19 Aug 2019
Taming Unbalanced Training Workloads in Deep Learning with Partial Collective Operations Shigang Li Tal Ben-Nun Salvatore Di Girolamo Dan Alistarh Torsten Hoefler 149 59 0 12 Aug 2019
Temporal Knowledge Propagation for Image-to-Video Person Re-identification Xinqian Gu Bingpeng Ma Hong Chang Shiguang Shan Xilin Chen 91 55 0 11 Aug 2019
Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework Dong Cao Lisha Xu Haibo Chen ViT 32 3 0 04 Aug 2019
Two-Stream Video Classification with Cross-Modality Attention Lu Chi Guiyu Tian Yadong Mu Qi Tian 67 22 0 01 Aug 2019
Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos Sebastian Agethen Winston H. Hsu HAI 79 25 0 30 Jul 2019
Compact Global Descriptor for Neural Networks Xiangyu He Ke Cheng Qiang Chen Qinghao Hu Peisong Wang Jian Cheng 80 8 0 23 Jul 2019
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition Huseyin Coskun Zeeshan Zia Bugra Tekin Federica Bogo Nassir Navab Federico Tombari H. Sawhney 79 27 0 22 Jul 2019
Attention Filtering for Multi-person Spatiotemporal Action Detection on Deep Two-Stream CNN Architectures João Antunes Pedro Abreu Alexandre Bernardino A. Smailagic D. Siewiorek 23 1 0 21 Jul 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Chong Chen Rahul Sukthankar M. Shah 69 28 0 21 Jul 2019
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling Laura Sevilla-Lara Shengxin Cindy Zha Zhicheng Yan Vedanuj Goswami Matt Feiszli Lorenzo Torresani 105 76 0 19 Jul 2019
Micro-expression Action Unit Detection with Spatio-temporal Adaptive Pooling Yante Li Xiaohua Huang Guoying Zhao 70 3 0 11 Jul 2019
Learnable Gated Temporal Shift Module for Deep Video Inpainting Ya-Liang Chang Zhe-Yu Liu Kuan-Ying Lee Winston H. Hsu 77 12 0 02 Jul 2019
Spatio-Temporal Fusion Networks for Action Recognition Sangwoo Cho H. Foroosh 52 12 0 17 Jun 2019
A Temporal Sequence Learning for Action Recognition and Prediction Sangwoo Cho H. Foroosh 36 12 0 17 Jun 2019
Learning Spatio-Temporal Representation with Local and Global Diffusion Zhaofan Qiu Ting Yao Chong-Wah Ngo Xinmei Tian Tao Mei 88 171 0 13 Jun 2019
FASTER Recurrent Networks for Efficient Video Classification Linchao Zhu Laura Sevilla-Lara Du Tran Matt Feiszli Yi Yang Heng Wang 85 6 0 10 Jun 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 116 129 0 07 Jun 2019
Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer Ekim Yurtsever Yongkang Liu Jacob Lambert C. Miyajima E. Takeuchi K. Takeda J. Hansen 59 29 0 07 Jun 2019
Recognizing American Sign Language Manual Signs from RGB-D Videos Longlong Jing Elahe Vahdani Matt Huenerfauth Yingli Tian SLR 64 26 0 07 Jun 2019
Two-Stream Region Convolutional 3D Network for Temporal Activity Detection Huijuan Xu Abir Das Kate Saenko 3DPC 121 47 0 05 Jun 2019
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Hilde Kuehne Alexander Richard Juergen Gall 118 83 0 03 Jun 2019
Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network Feng Mao Xiang Wu Hui Xue Rong Zhang 47 32 0 02 Jun 2019
Knowledge-augmented Column Networks: Guiding Deep Learning with Advice M. Das Devendra Singh Dhami Yang Yu Gautam Kunapuli Sriraam Natarajan 41 0 0 31 May 2019
Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network Jennifer L. Cardona M. Howland J. Dabiri 35 29 0 30 May 2019
Dynamic Traffic Scene Classification with Space-Time Coherence Athma Narayanan Isht Dwivedi Behzad Dariush 64 24 0 29 May 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 182 453 0 29 May 2019
Hierarchical Feature Aggregation Networks for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz FAtt 49 8 0 29 May 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 54 0 0 25 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 54 33 0 21 May 2019
Learning Video Representations from Correspondence Proposals Xingyu Liu Joon-Young Lee Hailin Jin 84 64 0 20 May 2019
On Flow Profile Image for Video Representation M. Babaee David Full Gerhard Rigoll 29 0 0 12 May 2019
SA-Net: Deep Neural Network for Robot Trajectory Recognition from RGB-D Streams Nihal Soans Ehsan Asali Yi Hong Prashant Doshi 42 2 0 10 May 2019
Spatio-temporal Video Re-localization by Warp LSTM Yang Feng Lin Ma Wei Liu Jiebo Luo 66 39 0 10 May 2019
Learning Spatio-Temporal Features with Two-Stream Deep 3D CNNs for Lipreading Xinshuo Weng Kris Kitani 89 72 0 04 May 2019
DeepSignals: Predicting Intent of Drivers Through Visual Signals Davi Frossard Eric Kee R. Urtasun ViT 36 17 0 03 May 2019
Early Action Prediction with Generative Adversarial Networks Dong Wang Yuan. Yuan Qi. Wang GAN 57 25 0 30 Apr 2019