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Romain Deffayet

7 papers hereh-index 7137 citations14 works total

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

author position
  • first author1
  • middle author6

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

fields
  • cs.CV2
  • cs.IR2
  • cs.AI1
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

RANa: Retrieval-Augmented Navigation

Gianluca Monaci, Rafael S. Rezende, Romain Deffayet +5

Methods for navigation based on large-scale learning typically treat each episode as a new problem, where the agent is spawned with a clean memory in an unknown environment. While…

cs.CV2025

Disentangled Object-Centric Image Representation for Robotic Manipulation

David Emukpere, Romain Deffayet, Bingbing Wu +6

Learning robotic manipulation skills from vision is a promising approach for developing robotics applications that can generalize broadly to real-world scenarios. As such, many app…

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