Villegas, Ruben

Learning Latent Dynamics for Planning from Pixels

Hafner, D., Lillicrap, T., Fischer, I., Villegas, R., Ha, D., Lee, H., & Davidson, J. (2018) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 708

Decomposing Motion and Content for Natural Video Sequence Prediction

Villegas, R., Yang, J., Hong, S., Lin, X., & Lee, H. (2017) · arXiv

Generative Adversarial Networks and Image SynthesisHuman Pose and Action Recognition

Cited by 488

Phenaki: Variable Length Video Generation From Open Domain Textual Description

Villegas, R., Babaeizadeh, M., Kindermans, P.-J., Moraldo, H., Zhang, H., Saffar, M. T., Castro, S., Kunze, J., & Erhan, D. (2022) · arXiv

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 92