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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 2023Show all

2 papers · 1 filter

cs.CV2023★ 9 cited

4M: Massively Multimodal Masked Modeling

David Mizrahi, Roman Bachmann, Oğuzhan Fatih Kar +4

Current machine learning models for vision are often highly specialized and limited to a single modality and task. In contrast, recent large language models exhibit a wide range of…

cs.CV2023

Modality-invariant Visual Odometry for Embodied Vision

Marius Memmel, Roman Bachmann, Amir Zamir

Effectively localizing an agent in a realistic, noisy setting is crucial for many embodied vision tasks. Visual Odometry (VO) is a practical substitute for unreliable GPS and compa…

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