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chenduo hao

2 accepted papers

2025

Mimic In-Context Learning for Multimodal Tasks

CVPR 2025poster

Recently, In-context Learning (ICL) has become a significant inference paradigm in Large Multimodal Models (LMMs), utilizing a few in-context demonstrations (ICDs) to prompt LMMs for new tasks. However, the synergistic effects in multimodal data increase the sensitivity of ICL performance to the con…

2024

LIVE: Learnable In-Context Vector for Visual Question Answering

NeurIPS 2024poster

As language models continue to scale, Large Language Models (LLMs) have exhibited emerging capabilities in In-Context Learning (ICL), enabling them to solve language tasks by prefixing a few in-context demonstrations (ICDs) as context. Inspired by these advancements, researchers have extended these…