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researcher

V. Koltun

98 papers hereh-index 11490.2k citations239 works total

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

author position
  • first author2
  • middle author42
  • last author52

Across the 96 of 98 papers where every author was matched, so the position is known.

fields
  • cs.CV45
  • cs.LG32
  • cs.RO14
  • cs.AI3
  • cs.DL2
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedEfficient Inference in Fully Connected CRFs with Gaussian Edge Potentials

3k citations · 8.3k across the 50 of their papers we have counts for

collaborators
Showing cs.AIShow all

3 papers · 1 filter

cs.AI2024

Does Spatial Cognition Emerge in Frontier Models?

Santhosh Kumar Ramakrishnan, Erik Wijmans, Philipp Kraehenbuehl +1

Not yet. We present SPACE, a benchmark that systematically evaluates spatial cognition in frontier models. Our benchmark builds on decades of research in cognitive science. It eval…

cs.AI2020★ 101 cited

Rearrangement: A Challenge for Embodied AI

Dhruv Batra, Angel X. Chang, Sonia Chernova +9

We describe a framework for research and evaluation in Embodied AI. Our proposal is based on a canonical task: Rearrangement. A standard task can focus the development of new techn…

cs.AI2018

On Evaluation of Embodied Navigation Agents

Peter Anderson, Angel Chang, Devendra Singh Chaplot +8

Skillful mobile operation in three-dimensional environments is a primary topic of study in Artificial Intelligence. The past two years have seen a surge of creative work on navigat…

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