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cs.CV2022
Generalized Knowledge Distillation via Relationship Matching
Han-Jia Ye, Su Lu, De-Chuan Zhan
The knowledge of a well-trained deep neural network (a.k.a. the "teacher") is valuable for learning similar tasks. Knowledge distillation extracts knowledge from the teacher and in…
cs.CV2021★ 14 cited
Few-Shot Action Recognition with Compromised Metric via Optimal Transport
Su Lu, Han-Jia Ye, De-Chuan Zhan
Although vital to computer vision systems, few-shot action recognition is still not mature despite the wide research of few-shot image classification. Popular few-shot learning alg…