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cs.CV2023
MRSN: Multi-Relation Support Network for Video Action Detection
Yin-Dong Zheng, Guo Chen, Minglei Yuan +1
Action detection is a challenging video understanding task, requiring modeling spatio-temporal and interaction relations. Current methods usually model actor-actor and actor-contex…
cs.CV2022
Uncertainty-based Network for Few-shot Image Classification
Minglei Yuan, Qian Xu, Chunhao Cai +3
The transductive inference is an effective technique in the few-shot learning task, where query sets update prototypes to improve themselves. However, these methods optimize the mo…
cs.CV2021★ 1 cited
Learning Class-level Prototypes for Few-shot Learning
Minglei Yuan, Wenhai Wang, Tao Wang +3
Few-shot learning aims to recognize new categories using very few labeled samples. Although few-shot learning has witnessed promising development in recent years, most existing met…