Discovering environments with XRM

M Pezeshki, D Bouchacourt, M Ibrahim… - arXiv preprint arXiv …, 2023 - arxiv.org
Successful out-of-distribution generalization requires environment annotations.
Unfortunately, these are resource-intensive to obtain, and their relevance to model …

Few-Shot Generative Models. Learning Generative Models with Limited Data

G Giannone - 2024 - orbit.dtu.dk
Deep generative models have emerged as a powerful tool in machine learning, showing
remarkable ability in synthesizing data that is indistinguishable from real-world samples …