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Man Liu

2 accepted papers

2025

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning

AAAI 2025technical

Zero-shot learning (ZSL) endeavors to transfer knowledge from the seen categories to recognize unseen categories, which mostly relies on the semantic-visual interactions between image and attribute tokens. Recently, the prompt learning has emerged in ZSL and demonstrated significant potential as it…

2023

Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning

CVPR 2023highlight

Generalized Zero-Shot Learning (GZSL) identifies unseen categories by knowledge transferred from the seen domain, relying on the intrinsic interactions between visual and semantic information. Prior works mainly localize regions corresponding to the sharing attributes. When various visual appearance…