Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives

Does Data-Efficient Generalization Exacerbate Bias in Foundation Models?

Using Backbone Foundation Model for Evaluating Fairness in Chest Radiography Without Demographic Data

Direct Sampling for Spatially Variable Extreme Event Generation in Resampling-Based Stochastic Weather Generators

Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics