Search Results for author: Bartosz Boguslawski

Found 2 papers, 0 papers with code

Active Few-Shot Classification: a New Paradigm for Data-Scarce Learning Settings

no code implementations23 Sep 2022 Aymane Abdali, Vincent Gripon, Lucas Drumetz, Bartosz Boguslawski

We consider a novel formulation of the problem of Active Few-Shot Classification (AFSC) where the objective is to classify a small, initially unlabeled, dataset given a very restrained labeling budget.

Active Learning

Storing non-uniformly distributed messages in networks of neural cliques

no code implementations24 Jul 2013 Bartosz Boguslawski, Vincent Gripon, Fabrice Seguin, Frédéric Heitzmann

Associative memories are data structures that allow retrieval of stored messages from part of their content.

Retrieval

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