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cs.CV2023
Generalized Category Discovery with Clustering Assignment Consistency
Xiangli Yang, Xinglin Pan, Irwin King +1
Generalized category discovery (GCD) is a recently proposed open-world task. Given a set of images consisting of labeled and unlabeled instances, the goal of GCD is to automaticall…
cs.CV2021★ 4 cited
Exploring Category-correlated Feature for Few-shot Image Classification
Jing Xu, Xinglin Pan, Xu Luo +2
Few-shot classification aims to adapt classifiers to novel classes with a few training samples. However, the insufficiency of training data may cause a biased estimation of feature…