71 citations · 282 across the 21 of their papers we have counts for
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cs.LG2023
Understanding the Overfitting of the Episodic Meta-training
Siqi Hui, Sanping Zhou, Ye deng +1
Despite the success of two-stage few-shot classification methods, in the episodic meta-training stage, the model suffers severe overfitting. We hypothesize that it is caused by ove…
cs.CV2023★ 57 cited
T-former: An Efficient Transformer for Image Inpainting
Ye Deng, Siqi Hui, Sanping Zhou +2
Benefiting from powerful convolutional neural networks (CNNs), learning-based image inpainting methods have made significant breakthroughs over the years. However, some nature of C…
cs.CV2023
Pseudo Labels Refinement with Intra-camera Similarity for Unsupervised Person Re-identification
Pengna Li, Kangyi Wu, Sanping Zhou. Qianxin Huang +1
Unsupervised person re-identification (Re-ID) aims to retrieve person images across cameras without any identity labels. Most clustering-based methods roughly divide image features…