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cs.AI2026
FAM-Bench: Benchmarking Condition-Aware Food-as-Medicine Reasoning in Vision-Language Models
Mingyang Mao, Bhargav Rishi Medisetti, Utkarsh Grover +4
Food AI can recognize dishes, ingredients, and nutrients. However, these abilities do not show whether a dish is suitable for a person with a specific health condition. They also d…
cs.CV2026
ExpAlign: Expectation-Guided Vision-Language Alignment for Open-Vocabulary Grounding
Junyi Hu, Tian Bai, Fengyi Wu +3
Open-vocabulary grounding requires accurate vision-language alignment under weak supervision, yet existing methods either rely on global sentence embeddings that lack fine-grained…