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NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis
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2016
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Amir Shahroudy
Jun Liu
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Gang Wang
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Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
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2017
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João Carreira
Andrew Zisserman
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Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
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2018
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Sijie Yan
Yuanjun Xiong
Dahua Lin
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Distilling the Knowledge in a Neural Network
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2015
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Oriol Vinyals
Jay B. Dean
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Self-Supervised Video Representation Learning with Odd-One-Out Networks
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2017
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Basura Fernando
Hakan Bilen
Efstratios Gavves
Stephen Jay Gould
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Emotion Recognition in Speech using Cross-Modal Transfer in the Wild
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2018
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Samuel Albanie
Arsha Nagrani
Andrea Vedaldi
Andrew Zisserman
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Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition
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2016
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Jun Liu
Amir Shahroudy
Dong Xu
Gang Wang
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Interpretable 3D Human Action Analysis with Temporal Convolutional Networks
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2017
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Tae Soo Kim
Austin Reiter
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SpeedNet: Learning the Speediness in Videos
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2020
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Sagie Benaim
Ariel Ephrat
Oran Lang
Inbar Mosseri
William T. Freeman
Michael Rubinstein
Michal Irani
Tali Dekel
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Cross Modal Distillation for Supervision Transfer
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2016
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Saurabh Gupta
Judy Hoffman
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Temporal Segment Networks: Towards Good Practices for Deep Action Recognition
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2016
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Limin Wang
Yuanjun Xiong
Zhe Wang
Yu Qiao
Dahua Lin
Xiaoou Tang
Luc Van Gool
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Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation
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2018
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Chao Li
Qiaoyong Zhong
Di Xie
Shiliang Pu
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SlowFast Networks for Video Recognition
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2019
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Christoph Feichtenhofer
Haoqi Fan
Jitendra Malik
Kaiming He
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Modality Distillation with Multiple Stream Networks for Action Recognition
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2018
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Nuno Garcia
Pietro Morerio
Vittorio Murino
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Two-Stream Convolutional Networks for Action Recognition in Videos
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Andrew Zisserman
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A Closer Look at Spatiotemporal Convolutions for Action Recognition
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2018
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Du Tran
Heng Wang
Lorenzo Torresani
Jamie Ray
Yann LeCun
Manohar Paluri
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View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data
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2017
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Pengfei Zhang
Cuiling Lan
Junliang Xing
Wenjun Zeng
Jianru Xue
Nanning Zheng
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Graph Distillation for Action Detection with Privileged Modalities
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2018
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Zelun Luo
Jun-Ting Hsieh
Lu Jiang
Juan Carlos Niebles
Li Fei-Fei
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Spatio-temporal Channel Correlation Networks for Action Classification
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2018
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Ali Diba
Mohsen Fayyaz
Vivek Sharma
Mohammad Mahdi Arzani
Rahman Yousefzadeh
Jüergen Gall
Luc Van Gool
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Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification
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2016
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Ishan Misra
C. Lawrence Zitnick
Martial Hebert
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ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency
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2021
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Deng Huang
Wenhao Wu
Wei-Wen Hu
Xu Liu
Dongliang He
Zhihua Wu
Xiangmiao Wu
Mingkui Tan
Errui Ding
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Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning
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2021
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Jinpeng Wang
Yuting Gao
Ke Li
Yiqi Lin
J. Andy
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Pai Peng
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Xing Sun
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A Survey of Model Compression and Acceleration for Deep Neural Networks
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2017
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Yu Cheng
Duo Wang
Pan Zhou
Tao Zhang
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Self-Supervised Video Representation Learning with Meta-Contrastive Network
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2021
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Yuanze Lin
Xun Guo
Yan Lu
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Self-Supervised Learning for Videos: A Survey
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2022
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Madeline C. Schiappa
Yogesh Singh Rawat
Mubarak Shah
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Self-Supervised Visual Learning by Variable Playback Speeds Prediction of a Video
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2021
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Hyeon Cho
Taehoon Kim
Hyung Jin Chang
Wonjun Hwang
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Motion-Augmented Self-Training for Video Recognition at Smaller Scale
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2021
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Kirill Gavrilyuk
Mihir Jain
Ilia Karmanov
Cees G. M. Snoek
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2
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A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning
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2021
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Christoph Feichtenhofer
Haoqi Fan
Bo Xiong
Ross Girshick
Kaiming He
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2
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Unsupervised Visual Representation Learning by Tracking Patches in Video
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2021
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Guangting Wang
Yizhou Zhou
Chong Luo
Wenxuan Xie
Wenjun Zeng
Zhiwei Xiong
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Video Representation Learning by Recognizing Temporal Transformations
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2020
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Simon Jenni
Givi Meishvili
Paolo Favaro
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Spatiotemporal Contrastive Video Representation Learning
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2021
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Rui Qian
Tianjian Meng
Boqing Gong
Ming–Hsuan Yang
Huisheng Wang
Serge Belongie
Yin Cui
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Audio-Visual Instance Discrimination with Cross-Modal Agreement
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2021
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Pedro Morgado
Nuno Vasconcelos
Ishan Misra
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Context-Aware and Scale-Insensitive Temporal Repetition Counting
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2020
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Huaidong Zhang
Xuemiao Xu
Guoqiang Han
Shengfeng He
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NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
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2019
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Jun Liu
Amir Shahroudy
Mauricio Pérez
Gang Wang
Ling‐Yu Duan
Alex C. Kot
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Convolutional Two-Stream Network Fusion for Video Action Recognition
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2016
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Christoph Feichtenhofer
Axel Pinz
Andrew Zisserman
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Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning
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2020
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Yuan Yao
Chang Liu
Dezhao Luo
Yu Zhou
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FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding
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2020
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Dian Shao
Yue Zhao
Bo Dai
Dahua Lin
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Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition
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2019
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Lei Shi
Yifan Zhang
Jian Cheng
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An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data
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2016
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Cuiling Lan
Junliang Xing
Wenjun Zeng
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Self-supervised Video Representation Learning by Pace Prediction
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2020
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Jiangliu Wang
Jianbo Jiao
Yunhui Liu
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Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning
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2020
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Dezhao Luo
Chang Liu
Yu Zhou
Dongbao Yang
Can Ma
Qixiang Ye
Weiping Wang
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TCLR: Temporal contrastive learning for video representation
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2022
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Ishan R. Dave
Rohit Gupta
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UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild
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Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding
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Gül Varol
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A New Representation of Skeleton Sequences for 3D Action Recognition
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2017
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Qiuhong Ke
Mohammed Bennamoun
Senjian An
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The “Something Something” Video Database for Learning and Evaluating Visual Common Sense
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2017
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Raghav Goyal
Samira Ebrahimi Kahou
Vincent Michalski
Joanna Materzyńska
Susanne Westphal
Heuna Kim
Valentin Haenel
Ingo Fruend
P.N. Yianilos
Moritz Mueller-Freitag
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VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples
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2021
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Pan Tian
Yibing Song
Tianyu Yang
Wenhao Jiang
Wei Liu
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Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification
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2018
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Saining Xie
Chen Sun
Jonathan Huang
Zhuowen Tu
Kevin Murphy
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T-CNN: Tubelets With Convolutional Neural Networks for Object Detection From Videos
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2017
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Kai Kang
Hongsheng Li
Junjie Yan
Xingyu Zeng
Bin Yang
Tong Xiao
Cong Zhang
Zhe Wang
Ruohui Wang
Xiaogang Wang
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Unsupervised Representation Learning by Predicting Image Rotations
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2018
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Spyros Gidaris
Praveer Singh
Nikos Komodakis
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