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Huafeng Qin

2 accepted papers

2024

SUMix: Mixup with Semantic and Uncertain Information

ECCV 2024poster

"Mixup data augmentation approaches have been applied for various tasks of deep learning to improve the generalization ability of deep neural networks. Some existing approaches CutMix, SaliencyMix, etc. randomly replace a patch in one image with patches from another to generate the mixed image. Simi…