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researcher

Gonzalo Martínez-Muñoz

4 papers hereh-index 203.7k citations47 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedA Comparative Analysis of XGBoost

2.7k citations · 2.7k across the 4 of their papers we have counts for

collaborators
Showing cs.CVShow all

1 paper · 1 filter

cs.CV2026

An Analysis of Regularization and Fokker-Planck Residuals in Diffusion Models for Image Generation

Onno Niemann, Gonzalo Martínez Muñoz, Alberto Suárez Gonzalez

Recent work has shown that diffusion models trained with the denoising score matching (DSM) objective often violate the Fokker--Planck (FP) equation that governs the evolution of t…

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