TDN: Temporal Difference Networks for Efficient Action Recognition

18 December 2020

Gangshan Wu

Papers citing "TDN: Temporal Difference Networks for Efficient Action Recognition"

50 / 161 papers shown

Title
Long-term Leap Attention, Short-term Periodic Shift for Video Classification Huan Zhang Lechao Cheng Y. Hao Chong-Wah Ngo ViT 31 10 0 12 Jul 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Wenhao Wu Zhun Sun Wanli Ouyang VLM 103 93 0 04 Jul 2022
Exploring Temporally Dynamic Data Augmentation for Video Recognition Taeoh Kim Jinhyung Kim Minho Shim Sangdoo Yun Myunggu Kang Dongyoon Wee Sangyoun Lee AI4TS 17 10 0 30 Jun 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning Junting Pan Ziyi Lin Xiatian Zhu Jing Shao Hongsheng Li 27 190 0 27 Jun 2022
Explore Spatio-temporal Aggregation for Insubstantial Object Detection: Benchmark Dataset and Baseline Kailai Zhou Yibo Wang Tao Lv Yunqian Li Linsen Chen Qiu Shen Xun Cao 27 10 0 23 Jun 2022
Bi-Calibration Networks for Weakly-Supervised Video Representation Learning Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 35 6 0 21 Jun 2022
Stand-Alone Inter-Frame Attention in Video Models Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Jiebo Luo Tao Mei ViT 33 46 0 14 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 37 15 0 13 Jun 2022
Cross-Architecture Self-supervised Video Representation Learning Sheng Guo Zihua Xiong Yujie Zhong Limin Wang Xiaobo Guo Bing Han Weilin Huang SSL AI4TS 76 24 0 26 May 2022
Learning Muti-expert Distribution Calibration for Long-tailed Video Classification Yufan Hu Junyu Gao Changsheng Xu 19 4 0 22 May 2022
Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement Bing Li Jiaxin Chen Dongming Zhang Xiuguo Bao Di Huang 19 15 0 07 May 2022
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection Mingdong Yang Guo Chen Yin-Dong Zheng Tong Lu Limin Wang 39 45 0 05 May 2022
In Defense of Image Pre-Training for Spatiotemporal Recognition Xianhang Li Huiyu Wang Chen Wei Jieru Mei Alan Yuille Yuyin Zhou Cihang Xie 30 0 0 03 May 2022
Look Back and Forth: Video Super-Resolution with Explicit Temporal Difference Modeling Takashi Isobe Xu Jia Xin Tao Changlin Li Ruihuang Li Yongjie Shi Jing Mu Huchuan Lu Yu-Wing Tai SupR 27 39 0 14 Apr 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong Yibing Song Jue Wang Limin Wang ViT 137 1,129 0 23 Mar 2022
PACS: A Dataset for Physical Audiovisual CommonSense Reasoning Samuel Yu Peter Wu Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency LRM 36 13 0 21 Mar 2022
DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition Thanh-Dat Truong Quoc-Huy Bui C. Duong Han-Seok Seo S. L. Phung Xin Li Khoa Luu ViT 42 49 0 19 Mar 2022
Group Contextualization for Video Recognition Y. Hao Haotong Zhang Chong-Wah Ngo Xiangnan He 16 25 0 18 Mar 2022
TFCNet: Temporal Fully Connected Networks for Static Unbiased Temporal Reasoning Shiwen Zhang AI4TS 27 9 0 11 Mar 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 36 15 0 02 Mar 2022
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection Jing Tan Yuhong Wang Gangshan Wu Limin Wang 43 14 0 01 Mar 2022
Motion-driven Visual Tempo Learning for Video-based Action Recognition Yuanzhong Liu Junsong Yuan Zhigang Tu 24 58 0 24 Feb 2022
A Coding Framework and Benchmark towards Compressed Video Understanding Yuan Tian Guo Lu Yichao Yan Guangtao Zhai L. Chen Zhiyong Gao 38 21 0 06 Feb 2022
Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition Kiyoon Kim Shreyank N. Gowda Oisin Mac Aodha Laura Sevilla-Lara 32 9 0 25 Jan 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 162 360 0 24 Jan 2022
Action Keypoint Network for Efficient Video Recognition Xu Chen Yahong Han Xiaohan Wang Yifang Sun Yi Yang 3DPC 27 6 0 17 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 22 103 0 16 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 47 238 0 12 Jan 2022
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition Sofia Broomé Ernest Pokropek Boyu Li Hedvig Kjellström 21 7 0 22 Dec 2021
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 34 3 0 17 Dec 2021
Temporal Transformer Networks with Self-Supervision for Action Recognition Yongkang Zhang Jun Li Guoming Wu Hanjie Zhang Zhiping Shi Zhaoxun Liu Zizhang Wu ViT 30 4 0 14 Dec 2021
Co-training Transformer with Videos and Images Improves Action Recognition Bowen Zhang Jiahui Yu Christopher Fifty Wei Han Andrew M. Dai Ruoming Pang Fei Sha ViT 28 54 0 14 Dec 2021
Progressive Attention on Multi-Level Dense Difference Maps for Generic Event Boundary Detection Jiaqi Tang Zhaoyang Liu Chao Qian Wayne Wu Limin Wang 17 17 0 09 Dec 2021
DCAN: Improving Temporal Action Detection via Dual Context Aggregation Guo Chen Yin-Dong Zheng Limin Wang Tong Lu AI4TS 29 70 0 07 Dec 2021
STSM: Spatio-Temporal Shift Module for Efficient Action Recognition Zhaoqilin Yang Gaoyun An 31 5 0 05 Dec 2021
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning David Junhao Zhang Kunchang Li Yali Wang Yuxiang Chen Shashwat Chandra Yu Qiao Luoqi Liu Mike Zheng Shou AI4TS 27 30 0 24 Nov 2021
Efficient Video Transformers with Spatial-Temporal Token Selection Junke Wang Xitong Yang Hengduo Li Li Liu Zuxuan Wu Yu-Gang Jiang ViT 21 63 0 23 Nov 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 31 42 0 22 Nov 2021
M2A: Motion Aware Attention for Accurate Video Action Recognition Brennan Gebotys Alexander Wong David A Clausi 27 3 0 18 Nov 2021
A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark Zhenxi Zhu Limin Wang Sheng Guo Gangshan Wu 43 32 0 24 Oct 2021
GTM: Gray Temporal Model for Video Recognition Yanping Zhang Yongxin Yu 27 0 0 20 Oct 2021
TAda! Temporally-Adaptive Convolutions for Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 43 49 0 12 Oct 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders Ziwei Xu Xudong Shen Yongkang Wong Mohan S. Kankanhalli 41 20 0 01 Oct 2021
Learning Periodic Tasks from Human Demonstrations Jingyun Yang Junwu Zhang Connor Settle Akshara Rai Rika Antonova Jeannette Bohg 104 24 0 28 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 152 362 0 17 Sep 2021
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding Zhenzhi Wang Limin Wang Tao Wu Tianhao Li Gangshan Wu AI4TS 28 116 0 10 Sep 2021
Learning to Discriminate Information for Online Action Detection: Analysis and Application Sumin Lee Hyunjun Eun Jinyoung Moon Seokeon Choi Yoonhyung Kim Chanho Jung Changick Kim 24 9 0 08 Sep 2021
Spatiotemporal Inconsistency Learning for DeepFake Video Detection Zhihao Gu Yang Chen Taiping Yao Shouhong Ding Jilin Li Feiyue Huang Lizhuang Ma 19 149 0 04 Sep 2021
The Multi-Modal Video Reasoning and Analyzing Competition Haoran Peng He Huang Li Xu Tianjiao Li Xiaozhong Liu ... Yuanzhong Liu Tao He Fuwei Zhang Xianbin Liu Tao Lin 27 2 0 18 Aug 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 35 41 0 22 Jul 2021