most citedKey Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis

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cs.LG2026

Learning Causal Normalizing Flows from Incomplete Data via Observed-Data Likelihood

Trung-Dung Hoang, Alceu Bissoto, Tim Flühmann +4

Causal Normalizing Flows (CNFs) enable causal inference from observational data given the causal structure, but they assume fully observed training data. We introduce MissCNF, whic…

cs.LG2024

Back to the Basics on Predicting Transfer Performance

Levy Chaves, Eduardo Valle, Alceu Bissoto +1

In the evolving landscape of deep learning, selecting the best pre-trained models from a growing number of choices is a challenge. Transferability scorers propose alleviating this…