1 code implementation • CVPR 2022 • Wenwen Pan, Haonan Shi, Zhou Zhao, Jieming Zhu, Xiuqiang He, Zhigeng Pan, Lianli Gao, Jun Yu, Fei Wu, Qi Tian
Audio-Guided video semantic segmentation is a challenging problem in visual analysis and editing, which automatically separates foreground objects from background in a video sequence according to the referring audio expressions.
no code implementations • 1 Oct 2021 • Zheng Li, Xiang Li, Lingfeng Yang, Jian Yang, Zhigeng Pan
Knowledge distillation usually transfers the knowledge from a pre-trained cumbersome teacher network to a compact student network, which follows the classical teacher-teaching-student paradigm.
1 code implementation • ICCV 2021 • Zheng Li, Jingwen Ye, Mingli Song, Ying Huang, Zhigeng Pan
However, existing pose distillation works rely on a heavy pre-trained estimator to perform knowledge transfer and require a complex two-stage learning procedure.
no code implementations • 2 Oct 2020 • Zheng Li, Ying Huang, Defang Chen, Tianren Luo, Ning Cai, Zhigeng Pan
Extensive experiments proved that our method significantly enhances the diversity among student models and brings better distillation performance.
no code implementations • CVPR 2015 • Changpeng Ti, Ruigang Yang, James Davis, Zhigeng Pan
We present a novel system which incorporates photometric stereo with the Time-of-Flight depth sensor.