Dynamic Inference: A New Approach Toward Efficient Video Action Recognition

9 February 2020

Wenhao Wu

Dongliang He

Xiao Tan

Shifeng Chen

Yi Yang

Shilei Wen

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Papers citing "Dynamic Inference: A New Approach Toward Efficient Video Action Recognition"

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Title
HaltingVT: Adaptive Token Halting Transformer for Efficient Video Recognition Qian Wu Ruoxuan Cui Yuke Li Haoqi Zhu ViT 32 2 0 10 Jan 2024
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 34 20 0 27 Aug 2023
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
Unifying Synergies between Self-supervised Learning and Dynamic Computation Tarun Krishna Ayush K. Rai Alexandru Drimbarean Eric Arazo Paul Albert Alan F. Smeaton Kevin McGuinness Noel E. O'Connor 24 0 0 22 Jan 2023
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models Wenhao Wu Xiaohan Wang Haipeng Luo Jingdong Wang Yi Yang Wanli Ouyang 100 48 0 31 Dec 2022
Rethinking Resolution in the Context of Efficient Video Recognition Chuofan Ma Qiushan Guo Yi-Xin Jiang Zehuan Yuan Ping Luo Xiaojuan Qi 68 12 0 26 Sep 2022
MAR: Masked Autoencoders for Efficient Action Recognition Zhiwu Qing Shiwei Zhang Ziyuan Huang Xiang Wang Yuehuang Wang Yiliang Lv Changxin Gao Nong Sang 32 42 0 24 Jul 2022
NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition Boyang Xia Wenhao Wu Haoran Wang Rui Su Dongliang He Haosen Yang Xiaoran Fan Wanli Ouyang 23 21 0 21 Jul 2022
Temporal Saliency Query Network for Efficient Video Recognition Boyang Xia Zhihao Wang Wenhao Wu Haoran Wang Jungong Han 51 15 0 21 Jul 2022
Temporal Action Proposal Generation with Background Constraint Haosen Yang Wenhao Wu Lining Wang Sheng Jin Boyang Xia H. Yao Hujie Huang 18 27 0 15 Dec 2021
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search Yi Ding Xinyu Gong Junru Wu Humphrey Shi Zhicheng Yan Zhangyang Wang VGen 52 1 0 09 Dec 2021
GTM: Gray Temporal Model for Video Recognition Yanping Zhang Yongxin Yu 30 0 0 20 Oct 2021
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts Zhengyan Zhang Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou MoE 27 117 0 05 Oct 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions Yang Wu Dingheng Wang Xiaotong Lu Fan Yang Guoqi Li W. Dong Jianbo Shi 29 18 0 30 Aug 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 33 9 0 30 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints Jing Liu Bohan Zhuang Mingkui Tan Xu Liu Dinh Q. Phung Yuanqing Li Jianfei Cai 25 0 0 03 Aug 2021
ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency Deng Huang Wenhao Wu Weiwen Hu Xu Liu Dongliang He Zhihua Wu Xiangmiao Wu Ming Tan Errui Ding SSL 13 55 0 04 Jun 2021
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning Wenhao Wu Yuxiang Zhao Yanwu Xu Xiao Tan Dongliang He ... Jinxing Ye Yingying Li Mingde Yao Zichao Dong Yifeng Shi AI4TS 30 27 0 25 May 2021
Temporal Action Proposal Generation with Transformers Lining Wang Haosen Yang Wenhao Wu H. Yao Hujie Huang ViT 33 27 0 25 May 2021
Good Practices and A Strong Baseline for Traffic Anomaly Detection Yuxiang Zhao Wenhao Wu Yue He Yingying Li Xiao Tan Shifeng Chen AI4TS 12 13 0 09 May 2021
Adaptive Focus for Efficient Video Recognition Yulin Wang Zhaoxi Chen Haojun Jiang Shiji Song Yizeng Han Gao Huang 42 98 0 07 May 2021
MoViNets: Mobile Video Networks for Efficient Video Recognition Dan Kondratyuk Liangzhe Yuan Yandong Li Li Zhang Mingxing Tan Matthew A. Brown Boqing Gong 13 228 0 21 Mar 2021
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition Yue Meng Yikang Shen Chung-Ching Lin P. Sattigeri Leonid Karlinsky Kate Saenko A. Oliva Rogerio Feris 70 62 0 10 Feb 2021
Dynamic Neural Networks: A Survey Yizeng Han Gao Huang Shiji Song Le Yang Honghui Wang Yulin Wang 3DH AI4TS AI4CE 18 621 0 09 Feb 2021
SmallBigNet: Integrating Core and Contextual Views for Video Classification Xianhang Li Yali Wang Zhipeng Zhou Yu Qiao ViT 24 91 0 25 Jun 2020
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 Apr 2018