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Ruben Villegas

18 papers hereh-index 185.2k citations25 works total

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

author position
  • first author6
  • middle author11

Across the 17 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • cs.LG2
same name
  • Ruben Villegas — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedDecomposing Motion and Content for Natural Video Sequence Prediction

416 citations · 1.4k across the 15 of their papers we have counts for

collaborators
Showing 2021Show all

4 papers · 1 filter

cs.CV2021

Contact-Aware Retargeting of Skinned Motion

Ruben Villegas, Duygu Ceylan, Aaron Hertzmann +2

This paper introduces a motion retargeting method that preserves self-contacts and prevents interpenetration. Self-contacts, such as when hands touch each other or the torso or the…

cs.CV2021

Stochastic Scene-Aware Motion Prediction

Mohamed Hassan, Duygu Ceylan, Ruben Villegas +4

A long-standing goal in computer vision is to capture, model, and realistically synthesize human behavior. Specifically, by learning from data, our goal is to enable virtual humans…

cs.CV2021★ 12 cited

Single-image Full-body Human Relighting

Manuel Lagunas, Xin Sun, Jimei Yang +5

We present a single-image data-driven method to automatically relight images with full-body humans in them. Our framework is based on a realistic scene decomposition leveraging pre…

cs.CV2021★ 3 cited

Task-Generic Hierarchical Human Motion Prior using VAEs

Jiaman Li, Ruben Villegas, Duygu Ceylan +4

A deep generative model that describes human motions can benefit a wide range of fundamental computer vision and graphics tasks, such as providing robustness to video-based human p…

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