EX-AI-Summit · Speaker
Rheeya Uppaal
University of Wisconsin-Madison
Rheeya Uppaal is a researcher at the University of Wisconsin-Madison. Her coauthored work on visual faithfulness detects reasoning steps that are not grounded in the image and prompts a vision-language model to regenerate the flagged step while examining the image again.Session
Visual faithfulness in multimodal reasoning: detecting and correcting ungrounded reasoning steps rather than measuring final-answer accuracy alone.