Shijie Ma

icon indicating a website link https://mashijie1028.github.io icon indicating an email [email protected]

icon company Institute of Automation, CAS icon location Beijing icon location Ph.D. student @ Institute of Automation, Chinese Academy of Sciences (CASIA). Previously B.E. @ Tsinghua University.

Results 4 repositories owned by Shijie Ma

ActiveGCD

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(CVPR 2024) Active Generalized Category Discovery

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GenHancer

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(ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.

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Happy-CGCD

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(NeurIPS 2024) Happy: A Debiased Learning Framework for Continual Generalized Category Discovery

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ProtoGCD

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(TPAMI 2025) ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery

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