Search Results for author: Aiyang Han

Found 2 papers, 1 papers with code

Universum-inspired Supervised Contrastive Learning

1 code implementation22 Apr 2022 Aiyang Han, Chuanxing Geng, Songcan Chen

In this paper, inspired by Universum Learning which uses out-of-class samples to assist the target tasks, we investigate Mixup from a largely under-explored perspective - the potential to generate in-domain samples that belong to none of the target classes, that is, universum.

Contrastive Learning Data Augmentation

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