CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing

Author:

Wei Rukai1ORCID,Liu Yu1ORCID,Song Jingkuan2ORCID,Cui Heng1ORCID,Xie Yanzhao1ORCID,Zhou Ke1ORCID

Affiliation:

1. Huazhong University of Science and Technology, Wuhan, China

2. University of Electronic Science and Technology, Chengdu, China

Funder

National Natural Science Foundation of China

National Natural Science Foundation of China (key program)

Natural Science Foundation of Hubei Province

Publisher

ACM

Reference64 articles.

1. Effective conditioned and composed image retrieval combining CLIP-based features

2. Gedas Bertasius , Heng Wang , and Lorenzo Torresani . 2021 . Is Space-Time Attention All You Need for Video Understanding? . In Proceedings of the 38th International Conference on Machine Learning, ICML 2021 , 18-24 July 2021, Virtual Event (Proceedings of Machine Learning Research , Vol. 139), Marina Meila and Tong Zhang (Eds.). PMLR, 813-- 824 . Gedas Bertasius, Heng Wang, and Lorenzo Torresani. 2021. Is Space-Time Attention All You Need for Video Understanding?. In Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event (Proceedings of Machine Learning Research, Vol. 139), Marina Meila and Tong Zhang (Eds.). PMLR, 813--824.

3. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey E. Hinton . 2020. A Simple Framework for Contrastive Learning of Visual Representations . In Proceedings of the 37th International Conference on Machine Learning, ICML 2020 , 13-18 July 2020 , Virtual Event (Proceedings of Machine Learning Research , Vol. 119). PMLR, 1597-- 1607 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey E. Hinton. 2020. A Simple Framework for Contrastive Learning of Visual Representations. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event (Proceedings of Machine Learning Research, Vol. 119). PMLR, 1597--1607.

4. Xinlei Chen and Kaiming He . 2021 . Exploring Simple Siamese Representation Learning. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021 , virtual, June 19-25, 2021. Computer Vision Foundation / IEEE, 15750--15758. Xinlei Chen and Kaiming He. 2021. Exploring Simple Siamese Representation Learning. In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021. Computer Vision Foundation / IEEE, 15750--15758.

5. Matthieu Courbariaux , Yoshua Bengio , and Jean-Pierre David . 2015 . BinaryConnect: Training Deep Neural Networks with binary weights during propagations . In Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015 , December 7-12, 2015, Montreal, Quebec, Canada, Corinna Cortes, Neil D. Lawrence, Daniel D. Lee, Masashi Sugiyama, and Roman Garnett (Eds.). 3123--3131. Matthieu Courbariaux, Yoshua Bengio, and Jean-Pierre David. 2015. BinaryConnect: Training Deep Neural Networks with binary weights during propagations. In Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada, Corinna Cortes, Neil D. Lawrence, Daniel D. Lee, Masashi Sugiyama, and Roman Garnett (Eds.). 3123--3131.

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