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researcher

Ruben Villegas

17 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 author10

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV15
  • 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
20172023
most citedDecomposing Motion and Content for Natural Video Sequence Prediction

416 citations · 532 across the 9 of their papers we have counts for

collaborators
Showing 2018 · cs.CVShow all

2 papers · 2 filters

cs.CV2018

Hierarchical Long-term Video Prediction without Supervision

Nevan Wichers, Ruben Villegas, Dumitru Erhan +1

Much of recent research has been devoted to video prediction and generation, yet most of the previous works have demonstrated only limited success in generating videos on short-ter…

cs.CV2018

Neural Kinematic Networks for Unsupervised Motion Retargetting

Ruben Villegas, Jimei Yang, Duygu Ceylan +1

We propose a recurrent neural network architecture with a Forward Kinematics layer and cycle consistency based adversarial training objective for unsupervised motion retargetting.…

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