Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models. - Chengyue Huang; Yuchen Zhu; Sichen Zhu; Jingyun Xiao; Moises Andrade; Shivang Chopra; Zsolt Kira (CoRR, 2025)

Let's Think in Two Steps: Mitigating Agreement Bias in MLLMs with Self-Grounded Verification. - Moises Andrade; Joonhyuk Cha; Brandon Ho; Vriksha Srihari; Karmesh Yadav; Zsolt Kira (CoRR, 2025)