Showing 1–20 of 39 results
/ Date/ Name
Oct 20, 2024On Cold Posteriors of Probabilistic Neural Networks: Understanding the Cold Posterior Effect and A New Way to Learn Cold Posteriors with Tight Generalization GuaranteesMar 23, 2022Bayesian Physics-Informed Neural Networks for the Subsurface Tomography based on the Eikonal EquationSep 28, 2025Disentanglement of Variations with Multimodal Generative ModelingDec 7, 2023Efficiently Predicting Protein Stability Changes Upon Single-point Mutation with Large Language ModelsMay 23, 2024Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information LossJun 9, 2023Forward and inverse problems for Eikonal equation based on DeepONetMar 1, 2025dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding AntigenNov 14, 2020Opponent Learning Awareness and Modelling in Multi-Objective Normal Form GamesAug 20, 2020Deep learning-based transformation of the H&E stain into special stainsJun 30, 2022Rapid and stain-free quantification of viral plaque via lens-free holography and deep learningOct 2, 2023If there is no underfitting, there is no Cold Posterior EffectApr 1, 2024Automated HER2 Scoring in Breast Cancer Images Using Deep Learning and Pyramid SamplingNov 13, 2022Deep Learning-enabled Virtual Histological Staining of Biological SamplesSep 9, 2024Label-free evaluation of lung and heart transplant biopsies using tissue autofluorescence-based virtual stainingNov 20, 2024Virtual Staining of Label-Free Tissue in Imaging Mass SpectrometryApr 25, 2026h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction NetworkJul 6, 2022Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networksDec 8, 2021Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learningJan 20, 2020Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissueOct 25, 2025ODesign: A World Model for Biomolecular Interaction Design