4 citations · 6 across the 6 of their papers we have counts for
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cs.CV2026
MIBench: Evaluating LMMs on Multimodal Interaction
Yu Miao, Zequn Yang, Yake Wei +5
In different multimodal scenarios, it needs to integrate and utilize information across modalities in a specific way based on the demands of the task. Different integration ways be…
cs.CV2024★ 4 cited
Quantifying and Enhancing Multi-modal Robustness with Modality Preference
Zequn Yang, Yake Wei, Ce Liang +1
Multi-modal models have shown a promising capability to effectively integrate information from various sources, yet meanwhile, they are found vulnerable to pervasive perturbations,…
cs.CV2022★ 2 cited
Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog
Shunyu Zhang, Xiaoze Jiang, Zequn Yang +2
Visual Dialog requires an agent to engage in a conversation with humans grounded in an image. Many studies on Visual Dialog focus on the understanding of the dialog history or the…