← Search

Marta Hasny

2 accepted papers

2026

No Data? No Problem: Robust Vision-Tabular Learning with Missing Values

ICML 2026poster

Large-scale medical biobanks provide imaging data complemented by extensive tabular information, such as clinical measurements or demographics. However, this abundance of tabular attributes does not reflect real-world datasets, where only a subset of attributes may be available. This discrepancy cal…

Cited by 0SourceScholar
2025

Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis

CVPR 2025highlight

Scaling by training on large datasets has been shown to enhance the quality and fidelity of image generation and manipulation with diffusion models; however, such large datasets are not always accessible in medical imaging due to cost and privacy issues, which contradicts one of the main application…

Cited by 0SourcePDFScholar