1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
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…
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…
Channel Relationship Prediction with Forget-Update Module for Few-shot Classification
Minglei Yuan, Cunhao Cai, Tong Lu
In this paper, we proposed a pipeline for inferring the relationship of each class in support set and a query sample using forget-update module. We first propose a novel architectu…