Is Meta-training Really Necessary for Molecular Few-Shot Learning ?

no code implementations • 2 Apr 2024 • Philippe Formont, Hugo Jeannin, Pablo Piantanida, Ismail Ben Ayed

Few-shot learning has recently attracted significant interest in drug discovery, with a recent, fast-growing literature mostly involving convoluted meta-learning strategies.

Drug Discovery Few-Shot Learning

$\texttt{COSMIC}$: Mutual Information for Task-Agnostic Summarization Evaluation

no code implementations • 29 Feb 2024 • Maxime Darrin, Philippe Formont, Jackie Chi Kit Cheung, Pablo Piantanida

Assessing the quality of summarizers poses significant challenges.