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researcher

Sebastian Hoffmann

7 papers hereh-index 10285 citations21 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CV1
  • cs.GT1
  • math.NA1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedOptimising Spatial and Tonal Data for PDE-based Inpainting

18 citations · 28 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

Drifting Fields are not Conservative

Leonard T. Franz, Sebastian Hoffmann, Tim Weiland +2

Drifting models have recently gained attention for generating high-quality samples in a single forward pass. During training, they learn a push-forward map by following a vector-va…

cs.LG2026

SoftJAX & SoftTorch: Empowering Automatic Differentiation Libraries with Informative Gradients

Anselm Paulus, A. René Geist, Vít Musil +3

Automatic differentiation (AD) frameworks such as JAX and PyTorch have enabled gradient-based optimization for a wide range of scientific fields. Yet, many "hard" primitives in the…

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