Qianning Wang — accepted AI-conference papers

2025

InsectMamba: State Space Model with Adaptive Composite Features for Insect Recognition

Qianning Wang, Chenglin Wang, Zhixin Lai, Yucheng Zhou

ICASSP 2025accepted

The recognition of insect pests is a critical task in agricultural technology, vital for ensuring food security and environmental sustainability. However, due to factors like high camouflage and species diversity, the complexity of pest identification poses significant obstacles. Existing methods st…

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2024

Visual In-Context Learning for Large Vision-Language Models

Yucheng Zhou, Xiang Li, Qianning Wang, Jianbing Shen

ACL 2024findings

In Large Visual Language Models (LVLMs), the efficacy of In-Context Learning (ICL) remains limited by challenges in cross-modal interactions and representation disparities. To overcome these challenges, we introduce a novel Visual In-Context Learning (VICL) method comprising Visual Demonstration Ret…

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