Roschewitz, Mélanie

4 publications

ICLR 2025 Rethinking Fair Representation Learning for Performance-Sensitive Tasks Charles Jones, Fabio De Sousa Ribeiro, Mélanie Roschewitz, Daniel C. Castro, Ben Glocker

TMLR 2025 Where Are We with Calibration Under Dataset Shift in Image Classification? Mélanie Roschewitz, Raghav Mehta, Fabio De Sousa Ribeiro, Ben Glocker

ICCVW 2023 Distance Matters for Improving Performance Estimation Under Covariate Shift Mélanie Roschewitz, Ben Glocker

NeurIPSW 2023 Robust Semi-Supervised Segmentation with Timestep Ensembling Diffusion Models Margherita Rosnati, Mélanie Roschewitz, Ben Glocker