Mélanie Roschewitz

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Image Generation

Diffusion Models

Covariate Shift

Top Venues

ICCV (Workshops)

Publications

Mélanie Roschewitz, Fabio De Sousa Ribeiro, Tian Xia, Galvin Khara, Ben Glocker
Counterfactual contrastive learning: robust representations via causal image synthesis. CoRR (2024)
Tian Xia, Mélanie Roschewitz, Fabio De Sousa Ribeiro, Charles Jones, Ben Glocker
Mitigating attribute amplification in counterfactual image generation. CoRR (2024)
Charles Jones, Mélanie Roschewitz, Ben Glocker
The Role of Subgroup Separability in Group-Fair Medical Image Classification. MICCAI (3) (2023)
Margherita Rosnati, Mélanie Roschewitz, Ben Glocker
Robust semi-supervised segmentation with timestep ensembling diffusion models. CoRR (2023)
Mélanie Roschewitz, Ben Glocker
Distance Matters For Improving Performance Estimation Under Covariate Shift. ICCV (Workshops) (2023)
Margherita Rosnati, Mélanie Roschewitz, Ben Glocker
Robust semi-supervised segmentation with timestep ensembling diffusion models. ML4H@NeurIPS (2023)
Charles Jones, Mélanie Roschewitz, Ben Glocker
The Role of Subgroup Separability in Group-Fair Medical Image Classification. CoRR (2023)
Mélanie Roschewitz, Ben Glocker
Distance Matters For Improving Performance Estimation Under Covariate Shift. CoRR (2023)