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researcher

Marc Serra-Garcia

12 papers hereh-index 350 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5
  • last author6

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cond-mat.mes-hall5
  • cond-mat.soft1
  • cs.LG1
  • cs.OH1
  • cs.SD1
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedAcoustic Cloning

4 citations · 12 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

Local Learning Rules for Out-of-Equilibrium Physical Generative Models

Cyrill Bösch, Geoffrey Roeder, Marc Serra-Garcia +1

We show that the out-of-equilibrium driving protocol of score-based generative models (SGMs) can be learned via local learning rules. The gradient with respect to the parameters of…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.