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Xiao Yun

2 accepted papers

2024

Behavioral Recognition of Skeletal Data Based on Targeted Dual Fusion Strategy

AAAI 2024technical

The deployment of multi-stream fusion strategy on behavioral recognition from skeletal data can extract complementary features from different information streams and improve the recognition accuracy, but suffers from high model complexity and a large number of parameters. Besides, existing multi-str…

2022

Robust Meta-learning with Sampling Noise and Label Noise via Eigen-Reptile

ICML 2022spotlight

Recent years have seen a surge of interest in meta-learning techniques for tackling the few-shot learning (FSL) problem. However, the meta-learner is prone to overfitting since there are only a few available samples, which can be identified as sampling noise on a clean dataset. Besides, when handlin…