Work

Transformative or Conservative? Conservation laws for ResNets and Transformers

Year: 2025

Type: preprint

Abstract: International audience

Source: arXiv (Cornell University)

Authors: Marcotte, Sibylle, Gribonval, Rémi, Peyré, Gabriel

Institutions: Université Paris Sciences et Lettres, École Normale Supérieure - PSL, Département de mathématiques et applications, OCKHAM: Optimisation, Connaissances pHysiques, Algorithmes et Modèles

Language: English

Topic: Advanced Neural Network Applications

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: Agence Nationale de la Recherche

Award: Algorithms, Approximations, Sparsity and Sketching for AI

OpenAlex ID: W4416534555

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