Self-Supervised Video Representation Learning with Meta-Contrastive Network

• Published in: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) pp. 8219 - 8229
• Main Authors: Lin, Yuanze, Guo, Xun, Lu, Yan
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2021
• Subjects: Computer vision; Multitasking; Representation learning; Task analysis; Training; Transfer/Low-shot/Semi/Unsupervised Learning; Video analysis and understanding

Self-supervised learning has been successfully applied to pre-train video representations, which aims at efficient adaptation from pre-training domain to downstream tasks. Existing approaches merely leverage contrastive loss to learn instance-level discrimination. However, lack of category informati...