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ENTITY Tian Liu

Tian Liu

PulseAugur coverage of Tian Liu — every cluster mentioning Tian Liu across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_143835 ·

    New framework uses LMMs to correct visual species recognition errors

    A new research paper proposes a framework called Post-hoc Correction (POC) to improve visual species recognition (VSR) accuracy. The study found that while Large Multimodal Models (LMMs) underperform expert few-shot lea…

  2. TOOL · CL_108119 ·

    New SWIFT method enhances semi-supervised few-shot learning with VLMs

    A new paper proposes SWIFT (Stage-Wise Finetuning with Temperatures), a method to improve semi-supervised few-shot learning (SSFSL) by leveraging open-source vision-language models (VLMs) and publicly available data. Ex…