Search Results for author: Francesco Corti

Found 2 papers, 2 papers with code

REDS: Resource-Efficient Deep Subnetworks for Dynamic Resource Constraints

1 code implementation22 Nov 2023 Francesco Corti, Balz Maag, Joachim Schauer, Ulrich Pferschy, Olga Saukh

REDS support conventional deep networks frequently deployed on the edge and provide computational benefits even for small and simple networks.

Computational Efficiency Math

Studying the impact of magnitude pruning on contrastive learning methods

1 code implementation1 Jul 2022 Francesco Corti, Rahim Entezari, Sara Hooker, Davide Bacciu, Olga Saukh

We study the impact of different pruning techniques on the representation learned by deep neural networks trained with contrastive loss functions.

Contrastive Learning Network Pruning

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