Grouped Spatial-Temporal Aggregation for Efficient Action Recognition

28 September 2019

Papers citing "Grouped Spatial-Temporal Aggregation for Efficient Action Recognition"

25 / 25 papers shown

Title
Density-Guided Label Smoothing for Temporal Localization of Driving Actions Tunç Alkanat Erkut Akdag Egor Bondarev Peter H. N. de With 38 4 0 11 Mar 2024
What Can Simple Arithmetic Operations Do for Temporal Modeling? Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 40 8 0 18 Jul 2023
Improve Video Representation with Temporal Adversarial Augmentation Jinhao Duan Quanfu Fan Hao-Ran Cheng Xiaoshuang Shi Kaidi Xu AAML AI4TS ViT 25 2 0 28 Apr 2023
Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition Hasan Hammoud Shuming Liu Mohammad Alkhrashi Fahad Albalawi Bernard Ghanem AAML 32 8 0 03 Jan 2023
Large-scale Robustness Analysis of Video Action Recognition Models Madeline Chantry Schiappa Naman Biyani Prudvi Kamtam Shruti Vyas Hamid Palangi Vibhav Vineet Y. S. Rawat AAML 29 24 0 04 Jul 2022
Temporal Relevance Analysis for Video Action Models Quanfu Fan Donghyun Kim Chun-Fu Chen Chen Stan Sclaroff Kate Saenko Sarah Adel Bargal FAtt 27 0 0 25 Apr 2022
Gate-Shift-Fuse for Video Action Recognition Swathikiran Sudhakaran Sergio Escalera O. Lanz 22 22 0 16 Mar 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 150 361 0 24 Jan 2022
Action Keypoint Network for Efficient Video Recognition Xu Chen Yahong Han Xiaohan Wang Yifang Sun Yi Yang 3DPC 24 6 0 17 Jan 2022
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning Kunchang Li Yali Wang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 38 238 0 12 Jan 2022
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search Yifan Jiang Xinyu Gong Junru Wu Humphrey Shi Zhicheng Yan Zhangyang Wang VGen 52 1 0 09 Dec 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 27 9 0 30 Aug 2021
Adaptive Recursive Circle Framework for Fine-grained Action Recognition Hanxi Lin Xinxiao Wu Jiebo Luo 25 1 0 25 Jul 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 32 41 0 22 Jul 2021
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations Taojiannan Yang Sijie Zhu Matías Mendieta Pu Wang Ravikumar Balakrishnan Minwoo Lee T. Han M. Shah C. L. P. Chen 3DH OOD 28 22 0 14 May 2021
MGSampler: An Explainable Sampling Strategy for Video Action Recognition Yuan Zhi Zhan Tong Limin Wang Gangshan Wu TTA 19 72 0 20 Apr 2021
Spatiotemporal Deformable Scene Graphs for Complex Activity Detection Salman Khan Fabio Cuzzolin 3DPC 51 5 0 16 Apr 2021
ACTION-Net: Multipath Excitation for Action Recognition Zhengwei Wang Qi She A. Smolic 3DPC 25 165 0 11 Mar 2021
Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition Chun-Fu Chen Rameswar Panda K. Ramakrishnan Rogerio Feris J. M. Cohn A. Oliva Quanfu Fan 23 95 0 22 Oct 2020
Ultra2Speech -- A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images Pramit Saha Yadong Liu B. Gick S. Fels 19 11 0 29 Jun 2020
Adaptive Interaction Modeling via Graph Operations Search Haoxin Li Weishi Zheng Yu Tao Haifeng Hu Jianhuang Lai 26 5 0 05 May 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 73 1,000 0 09 Apr 2020
A Multigrid Method for Efficiently Training Video Models Chaoxia Wu Ross B. Girshick Kaiming He Christoph Feichtenhofer Philipp Krahenbuhl 16 94 0 02 Dec 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 32 75 0 19 Jul 2019
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 130 496 0 24 Apr 2018