SmallBigNet: Integrating Core and Contextual Views for Video Classification

25 June 2020

Yu Qiao

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Papers citing "SmallBigNet: Integrating Core and Contextual Views for Video Classification"

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Title
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 201 11 0 15 Dec 2024
PosMLP-Video: Spatial and Temporal Relative Position Encoding for Efficient Video Recognition Y. Hao Diansong Zhou Zhicai Wang Chong-Wah Ngo Meng Wang ViT 154 9 0 03 Jul 2024
Video Recognition in Portrait Mode Mingfei Han Linjie Yang Xiaojie Jin Jiashi Feng Xiaojun Chang Heng Wang 137 5 0 21 Dec 2023
ConViViT -- A Deep Neural Network Combining Convolutions and Factorized Self-Attention for Human Activity RecognitionIEEE International Workshop on Multimedia Signal Processing (MMSP), 2023 Rachid Reda Dokkar F. Chaieb Hassen Drira Arezki Aberkane ViT 146 2 0 22 Oct 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 133 16 0 10 Aug 2023
What Can Simple Arithmetic Operations Do for Temporal Modeling?IEEE International Conference on Computer Vision (ICCV), 2023 Wenhao Wu Yuxin Song Zhun Sun Jingdong Wang Chang Xu Wanli Ouyang 149 14 0 18 Jul 2023
AZTR: Aerial Video Action Recognition with Auto Zoom and Temporal ReasoningIEEE International Conference on Robotics and Automation (ICRA), 2023 Xijun Wang Ruiqi Xian Tianrui Guan Celso M. de Melo Stephen M. Nogar Aniket Bera Tianyi Zhou 108 12 0 02 Mar 2023
Look More but Care Less in Video RecognitionNeural Information Processing Systems (NeurIPS), 2022 Yitian Zhang Yue Bai Haiquan Wang Yi Xu Yun Fu 130 12 0 18 Nov 2022
Dynamic Temporal Filtering in Video ModelsEuropean Conference on Computer Vision (ECCV), 2022 Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Chong-Wah Ngo Tao Mei AI4TS 187 23 0 15 Nov 2022
DCVQE: A Hierarchical Transformer for Video Quality AssessmentAsian Conference on Computer Vision (ACCV), 2022 Zu-Hua Li Lei Yang ViT 120 3 0 10 Oct 2022
An Overview of Violence Detection Techniques: Current Challenges and Future DirectionsArtificial Intelligence Review (Artif Intell Rev), 2022 N. Mumtaz N. Ejaz Shabana Habib Syed Muhammad Mohsin Prayag Tiwari Shahab S. Band Neeraj Kumar 138 32 0 21 Sep 2022
Long-term Leap Attention, Short-term Periodic Shift for Video ClassificationACM Multimedia (ACM MM), 2022 Huatian Zhang Lechao Cheng Y. Hao Chong-Wah Ngo ViT 150 10 0 12 Jul 2022
Bi-Calibration Networks for Weakly-Supervised Video Representation LearningInternational Journal of Computer Vision (IJCV), 2022 Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 126 8 0 21 Jun 2022
Stand-Alone Inter-Frame Attention in Video ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Jiebo Luo Tao Mei ViT 97 56 0 14 Jun 2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time MixingComputer Vision and Pattern Recognition (CVPR), 2022 Zhaofan Qiu Ting Yao Chong-Wah Ngo Tao Mei ViT 131 17 0 13 Jun 2022
In Defense of Image Pre-Training for Spatiotemporal RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Xianhang Li Huiyu Wang Chen Wei Jieru Mei Alan Yuille Yuyin Zhou Cihang Xie 111 1 0 03 May 2022
Attention in Attention: Modeling Context Correlation for Efficient Video Classification Y. Hao Shuo Wang P. Cao Xinjian Gao Tong Xu Jinmeng Wu Xiangnan He 137 48 0 20 Apr 2022
Long Movie Clip Classification with State-Space Video ModelsEuropean Conference on Computer Vision (ECCV), 2022 Md. Mohaiminul Islam Gedas Bertasius VLM 235 132 0 04 Apr 2022
Group Contextualization for Video RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Y. Hao Haotong Zhang Chong-Wah Ngo Xiangnan He 80 31 0 18 Mar 2022
Motion-driven Visual Tempo Learning for Video-based Action RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2022 Yuanzhong Liu Junsong Yuan Zhigang Tu 131 70 0 24 Feb 2022
UniFormer: Unifying Convolution and Self-attention for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Kunchang Li Yali Wang Junhao Zhang Shiyang Feng Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 363 484 0 24 Jan 2022
Action Keypoint Network for Efficient Video RecognitionIEEE Transactions on Image Processing (IEEE TIP), 2022 Xu Chen Yahong Han Xiaohan Wang Yifang Sun Yi Yang 3DPC 175 8 0 17 Jan 2022
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation LearningInternational Conference on Learning Representations (ICLR), 2022 Kunchang Li Yali Wang Shiyang Feng Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 319 305 0 12 Jan 2022
Temporal Transformer Networks with Self-Supervision for Action Recognition Yongkang Zhang Jun Li Guoming Wu Hanjie Zhang Zhiping Shi Zhaoxun Liu Zizhang Wu ViT 100 7 0 14 Dec 2021
Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search Lezhi Li Xinyu Gong Junru Wu Humphrey Shi Zhicheng Yan Zhangyang Wang VGen 125 1 0 09 Dec 2021
STSM: Spatio-Temporal Shift Module for Efficient Action Recognition Zhaoqilin Yang Gaoyun An 120 6 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 159 33 0 24 Nov 2021
ST-ABN: Visual Explanation Taking into Account Spatio-temporal Information for Video Recognition Masahiro Mitsuhara Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi 116 1 0 29 Oct 2021
Temporal-attentive Covariance Pooling Networks for Video Recognition Zilin Gao Qilong Wang Bingbing Zhang Q. Hu P. Li 172 28 0 27 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini Marcel Worring 197 100 0 13 Oct 2021
TAda! Temporally-Adaptive Convolutions for Video UnderstandingInternational Conference on Learning Representations (ICLR), 2021 Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Mingqian Tang Ziwei Liu M. Ang 293 64 0 12 Oct 2021
Video Is Graph: Structured Graph Module for Video Action Recognition Rongjie Li Xiaojun Wu Tianyang Xu 226 14 0 12 Oct 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 316 443 0 17 Sep 2021
Searching for Two-Stream Models in Multivariate Space for Video RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 117 9 0 30 Aug 2021
CT-Net: Channel Tensorization Network for Video ClassificationInternational Conference on Learning Representations (ICLR), 2021 Kunchang Li Xianhang Li Yali Wang Jun Wang Yu Qiao ViT 97 64 0 03 Jun 2021
TSI: Temporal Saliency Integration for Video Action Recognition Haisheng Su Kunchang Li Jinyuan Feng Dongliang Wang Weihao Gan Wei Wu Yu Qiao 103 4 0 02 Jun 2021
Busy-Quiet Video Disentangling for Video ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 Guoxi Huang A. Bors 206 8 0 29 Mar 2021
Learning Self-Similarity in Space and Time as Generalized Motion for Video Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Heeseung Kwon Manjin Kim Suha Kwak Minsu Cho TTA 145 47 0 14 Feb 2021
TDN: Temporal Difference Networks for Efficient Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Limin Wang Zhan Tong Bin Ji Gangshan Wu 283 447 0 18 Dec 2020
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2020 Iulia Duta Andrei Liviu Nicolicioiu Marius Leordeanu 190 6 0 17 Sep 2020
Comparison of Spatiotemporal Networks for Learning Video Related Tasks Logan Courtney R. Sreenivas 68 1 0 15 Sep 2020
Region-based Non-local Operation for Video ClassificationInternational Conference on Pattern Recognition (ICPR), 2020 Guoxi Huang A. Bors 298 11 0 17 Jul 2020
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classificationInternational Conference on Learning Representations (ICLR), 2020 Wensi Tang Guodong Long Lu Liu Wanrong Zhu Michael Blumenstein Jing Jiang AI4TS 226 130 0 24 Feb 2020