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cs.AI2026
Arena-T2I Hard: Benchmarking and Improving Faithfulness with Dependency-Aware Checklist
Yuanhao Ban, Tong Xie, Sohyun An +6
Faithfulness -- how precisely a generated image aligns with its prompt -- is increasingly central to the real-world utility of text-to-image (T2I) models. Existing faithfulness ben…
cs.AI2025
Adaptive Diagnostic Reasoning Framework for Pathology with Multimodal Large Language Models
Yunqi Hong, Johnson Kao, Liam Edwards +5
AI tools in pathology have improved screening throughput, standardized quantification, and revealed prognostic patterns that inform treatment. However, adoption remains limited bec…
cs.AI2025
IRIS: Intrinsic Reward Image Synthesis
Yihang Chen, Yuanhao Ban, Yunqi Hong +1
Despite the success of Reinforcement Learning from Human Feedback (RLHF) in language reasoning, its application to autoregressive Text-to-Image (T2I) generation is often constraine…