A Closer Look at Spatiotemporal Convolutions for Action Recognition

30 November 2017

Heng Wang

Papers citing "A Closer Look at Spatiotemporal Convolutions for Action Recognition"

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Title
Graph-based Spatial-temporal Feature Learning for Neuromorphic Vision Sensing Yin Bi Aaron Chadha Alhabib Abbas Eirina Bourtsoulatze Y. Andreopoulos 25 26 0 08 Oct 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte Yogesh S Rawat M. Shah VOS 14 68 0 30 Sep 2019
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition Alexandros Stergiou R. Poppe 3DH 20 19 0 30 Sep 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 130 150 0 28 Sep 2019
Scheduled Differentiable Architecture Search for Visual Recognition Zhaofan Qiu Ting Yao Yiheng Zhang Yongdong Zhang Tao Mei OOD 20 3 0 23 Sep 2019
Target-Specific Action Classification for Automated Assessment of Human Motor Behavior from Video B. Rezaei Yiorgos Christakis B. Ho Kevin C. Thomas K. Erb Sarah Ostadabbas Shyamal Patel 31 11 0 20 Sep 2019
Retro-Actions: Learning 'Close' by Time-Reversing Ópen' Videos Will Price Dima Damen 21 6 0 20 Sep 2019
Class Feature Pyramids for Video Explanation Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Poppe R. Veltkamp FAtt 33 18 0 18 Sep 2019
Multitask Learning to Improve Egocentric Action Recognition G. Kapidis R. Poppe E. V. Dam L. Noldus R. Veltkamp EgoV 30 36 0 15 Sep 2019
Zero-Shot Action Recognition in Videos: A Survey Valter Estevam Hélio Pedrini David Menotti 33 57 0 13 Sep 2019
Exploring Temporal Differences in 3D Convolutional Neural Networks Gagan Kanojia Sudhakar Kumawat Shanmuganathan Raman 3DPC AI4TS 21 3 0 07 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 32 7 0 04 Sep 2019
Explainable Video Action Reasoning via Prior Knowledge and State Transitions Tao Zhuo Zhiyong Cheng Peng Zhang Yongkang Wong Mohan Kankanhalli FAtt 33 60 0 28 Aug 2019
Fingerspelling recognition in the wild with iterative visual attention Bowen Shi Aurora Martinez Del Rio J. Keane D. Brentari G. Shakhnarovich Karen Livescu 11 61 0 28 Aug 2019
Cooperative Cross-Stream Network for Discriminative Action Representation Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 31 5 0 27 Aug 2019
Action recognition with spatial-temporal discriminative filter banks Brais Martínez Davide Modolo Yuanjun Xiong Joseph Tighe 23 66 0 20 Aug 2019
Gradient Weighted Superpixels for Interpretability in CNNs Thomas Hartley K. Sidorov C. Willis David Marshall FAtt 7 3 0 16 Aug 2019
Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks K. Hayashi Taiki Yamaguchi Yohei Sugawara S. Maeda 21 52 0 13 Aug 2019
Enhanced 3D convolutional networks for crowd counting Zhikang Zou Huiliang Shao Xiaoye Qu Wei Wei Pan Zhou 33 38 0 12 Aug 2019
Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras Joakim Bruslund Haurum C. Bahnsen T. Moeslund 17 9 0 12 Aug 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition Boyuan Jiang Mengmeng Wang Weihao Gan Wei Wu Junjie Yan 31 380 0 07 Aug 2019
Image to Video Domain Adaptation Using Web Supervision Andrew Kae Yale Song 16 5 0 05 Aug 2019
SF-Net: Structured Feature Network for Continuous Sign Language Recognition Zhaoyang Yang Zhenmei Shi Xiaoyong Shen Yu-Wing Tai SLR 27 63 0 04 Aug 2019
Action Recognition in Untrimmed Videos with Composite Self-Attention Two-Stream Framework Dong Cao Lisha Xu Haibo Chen ViT 10 3 0 04 Aug 2019
Two-Stream Video Classification with Cross-Modality Attention Lu Chi Guiyu Tian Yadong Mu Qi Tian 21 22 0 01 Aug 2019
Use What You Have: Video Retrieval Using Representations From Collaborative Experts Yang Liu Samuel Albanie Arsha Nagrani Andrew Zisserman 36 387 0 31 Jul 2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition Wenhao Wu Dongliang He Xiao Tan Shifeng Chen Shilei Wen 15 127 0 31 Jul 2019
Temporal Attentive Alignment for Large-Scale Video Domain Adaptation Min-Hung Chen Z. Kira G. Al-Regib Jaekwon Yoo Ruxin Chen Jian Zheng TTA AI4TS 21 179 0 30 Jul 2019
Remote Heart Rate Measurement from Highly Compressed Facial Videos: an End-to-end Deep Learning Solution with Video Enhancement Zitong Yu Wei Peng Xiaobai Li Xiaopeng Hong Guoying Zhao 32 267 0 27 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 16 1 0 21 Jul 2019
An Efficient 3D CNN for Action/Object Segmentation in Video Rui Hou Chong Chen Rahul Sukthankar M. Shah 24 27 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 50 75 0 19 Jul 2019
Video Action Recognition Via Neural Architecture Searching Wei Peng Xiaopeng Hong Guoying Zhao 41 36 0 10 Jul 2019
Deformable Tube Network for Action Detection in Videos Wei Li Zehuan Yuan Dashan Guo Lei Huang Xiangzhong Fang Changhu Wang ViT MedIm 33 5 0 03 Jul 2019
Few-Shot Video Classification via Temporal Alignment Kaidi Cao Jingwei Ji Zhangjie Cao C. Chang Juan Carlos Niebles AI4TS 27 235 0 27 Jun 2019
An Action Recognition network for specific target based on rMC and RPN Mingjie Li Youqian Feng Zhonghai Yin Cheng Zhou Fanghao Dong Yuanze Lin Yuhao Dong 21 1 0 19 Jun 2019
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation Jean Kossaifi Antoine Toisoul Adrian Bulat Yannis Panagakis Timothy M. Hospedales M. Pantic CVBM 15 80 0 14 Jun 2019
Learning Spatio-Temporal Representation with Local and Global Diffusion Zhaofan Qiu Ting Yao Chong-Wah Ngo Xinmei Tian Tao Mei 11 169 0 13 Jun 2019
HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds Xiuye Gu Yijie Wang Chongruo Wu Yong Jae Lee Panqu Wang 3DPC 32 206 0 12 Jun 2019
FASTER Recurrent Networks for Efficient Video Classification Linchao Zhu Laura Sevilla-Lara Du Tran Matt Feiszli Yi Yang Heng Wang 49 6 0 10 Jun 2019
UniDual: A Unified Model for Image and Video Understanding Yufei Wang Du Tran Lorenzo Torresani 21 2 0 10 Jun 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 24 127 0 07 Jun 2019
AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures Michael S. Ryoo A. Piergiovanni Mingxing Tan A. Angelova 24 102 0 30 May 2019
Dynamic Traffic Scene Classification with Space-Time Coherence Athma Narayanan Isht Dwivedi Behzad Dariush 11 23 0 29 May 2019
What Makes Training Multi-Modal Classification Networks Hard? Weiyao Wang Du Tran Matt Feiszli 31 442 0 29 May 2019
Hierarchical Feature Aggregation Networks for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera Oswald Lanz FAtt 16 8 0 29 May 2019
Unsupervised Learning from Video with Deep Neural Embeddings Chengxu Zhuang Tianwei She A. Andonian Max Sobol Mark Daniel L. K. Yamins SSL 17 56 0 28 May 2019
Lightweight Network Architecture for Real-Time Action Recognition Alexander Kozlov Vadim Andronov Y. Gritsenko ViT 25 33 0 21 May 2019
STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction Hongnian Wang Han Su HAI 26 17 0 16 May 2019
VideoGraph: Recognizing Minutes-Long Human Activities in Videos Noureldien Hussein E. Gavves A. Smeulders 28 77 0 13 May 2019