Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization

Author:

Qian Rui1,Li Yuxi1,Liu Huabin1,See John2,Ding Shuangrui1,Liu Xian3,Li Dian4,Lin Weiyao1

Affiliation:

1. Shanghai Jiao Tong Univeristy

2. Heriot-Watt University

3. Zhejiang University

4. Tencent PCG

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

IEEE

Reference83 articles.

1. Loco: Local contrastive representation learning;xiong;arXiv preprint arXiv 2008 06439,2020

2. Rethinking spatiotemporal feature learning: Speed-accuracy trade-offs in video classification;xie;Proceedings of the European Conference on Computer Vision (ECCV),2018

3. Delving into inter-image invariance for unsupervised visual representations;xie;arXiv preprint arXiv 2008 11045,2020

4. Unsupervised Feature Learning via Non-parametric Instance Discrimination

5. Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning

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