1 code implementation • 21 Dec 2021 • Zichen Yang, Jie Qin, Di Huang
Weakly-supervised temporal action localization (WTAL) in untrimmed videos has emerged as a practical but challenging task since only video-level labels are available.
Weakly-supervised Temporal Action Localization Weakly Supervised Temporal Action Localization
2 code implementations • 16 Aug 2018 • Zhao Zhong, Zichen Yang, Boyang Deng, Junjie Yan, Wei Wu, Jing Shao, Cheng-Lin Liu
The block-wise generation brings unique advantages: (1) it yields state-of-the-art results in comparison to the hand-crafted networks on image classification, particularly, the best network generated by BlockQNN achieves 2. 35% top-1 error rate on CIFAR-10.
1 code implementation • 20 Dec 2017 • Zichen Yang, Haifeng Liu, Deng Cai
Experimental results show that images synthesized by our approach are significantly more diverse than that of the current existing works and equipping our diversity loss does not degrade the reality of the base networks.
2 code implementations • 24 May 2017 • Junying Li, Zichen Yang, Haifeng Liu, Deng Cai
Recently, learning equivariant representations has attracted considerable research attention.