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[Jul 31, 2026] Accepted papers: (1) Semantic Self-Distillation for Language Model Uncertainty has been accepted to UAI 2026, (2) BAS: A Decision-Theoretic Approach to Evaluating Large Language Model Confidence to COLM 2026, and (3) Efficient Image Restoration with State-Dependent Forward Diffusion to TMLR. [Jul 23, 2026] Updated preprint: Evaluation and Prognostic Validation of Deep Regression Models for WSI-Based Gene-Expression Prediction [arXiv] [project]. [Apr 29, 2026] New preprint: Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction [arXiv] [project].