Ruben Villegas

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Motion Prediction

Unsupervised Learning

Top Venues

Publications

Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
Generative Visual Instruction Tuning. CoRR (2024)
Divya Kothandaraman, Kihyuk Sohn, Ruben Villegas, Paul Voigtlaender, Dinesh Manocha, Mohammad Babaeizadeh
Text Prompting for Multi-Concept Video Customization by Autoregressive Generation. CoRR (2024)
Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. NeurIPS (2023)
Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
Visual Representation Learning from Unlabeled Video using Contrastive Masked Autoencoders. CoRR (2023)
Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions. ICLR (2023)
Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. CoRR (2023)
Yunseok Jang, Ruben Villegas, Jimei Yang, Duygu Ceylan, Xin Sun, Honglak Lee
RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects. CoRR (2022)
Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
Phenaki: Variable Length Video Generation From Open Domain Textual Description. CoRR (2022)
Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black
Stochastic Scene-Aware Motion Prediction. ICCV (2021)
Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito
Contact-Aware Retargeting of Skinned Motion. ICCV (2021)
Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belén Masiá, Diego Gutierrez
Single-image Full-body Human Relighting. EGSR (DL) (2021)
Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito
Contact-Aware Retargeting of Skinned Motion. CoRR (2021)
Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao
Task-Generic Hierarchical Human Motion Prior using VAEs. CoRR (2021)
Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belén Masiá, Diego Gutierrez
Single-image Full-body Human Relighting. CoRR (2021)
Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao
Task-Generic Hierarchical Human Motion Prior using VAEs. 3DV (2021)
Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black
Stochastic Scene-Aware Motion Prediction. CoRR (2021)
Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang
Contact and Human Dynamics from Monocular Video. SCA (Showcases) (2020)
Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang
Contact and Human Dynamics from Monocular Video. CoRR (2020)
Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang
Contact and Human Dynamics from Monocular Video. ECCV (5) (2020)
Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks. NeurIPS (2019)
Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin Murphy, Honglak Lee
Unsupervised Learning of Object Structure and Dynamics from Videos. CoRR (2019)
Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks. CoRR (2019)
Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin P. Murphy, Honglak Lee
Unsupervised learning of object structure and dynamics from videos. NeurIPS (2019)
Danijar Hafner, Timothy P. Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson
Learning Latent Dynamics for Planning from Pixels. ICML (2019)
Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee
Neural Kinematic Networks for Unsupervised Motion Retargetting. CVPR (2018)
Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics. ECCV (5) (2018)
Danijar Hafner, Timothy P. Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson
Learning Latent Dynamics for Planning from Pixels. CoRR (2018)
Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics. CoRR (2018)
Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee
Hierarchical Long-term Video Prediction without Supervision. ICML (2018)
Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee
Hierarchical Long-term Video Prediction without Supervision. CoRR (2018)
Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee
Neural Kinematic Networks for Unsupervised Motion Retargetting. CoRR (2018)
Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee
Decomposing Motion and Content for Natural Video Sequence Prediction. ICLR (Poster) (2017)
Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
Learning to Generate Long-term Future via Hierarchical Prediction. CoRR (2017)
Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
Learning to Generate Long-term Future via Hierarchical Prediction. ICML (2017)
Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee
Decomposing Motion and Content for Natural Video Sequence Prediction. CoRR (2017)
Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee
Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction. CoRR (2015)
Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee
Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction. CVPR (2015)
Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders. CVPR (2014)