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researcher

Roman Bachmann

EPFL

16 papers hereh-index 111.3k citations15 works total

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

author position
  • first author4
  • middle author12

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV13
  • cs.AI1
  • cs.GR1
  • cs.LG1
affiliations
  • EPFL

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedTraining Binary Neural Networks using the Bayesian Learning Rule

16 citations · 50 across the 15 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024

ViPer: Visual Personalization of Generative Models via Individual Preference Learning

Sogand Salehi, Mahdi Shafiei, Teresa Yeo +2

Different users find different images generated for the same prompt desirable. This gives rise to personalized image generation which involves creating images aligned with an indiv…

cs.CV2024★ 4 cited

4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities

Roman Bachmann, Oğuzhan Fatih Kar, David Mizrahi +6

Current multimodal and multitask foundation models like 4M or UnifiedIO show promising results, but in practice their out-of-the-box abilities to accept diverse inputs and perform…

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