Ruben Villegas

40 papers A* 12Journal 20Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Generative Visual Instruction Tuning. CoRR Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
2024	J	`jnl`	Text Prompting for Multi-Concept Video Customization by Autoregressive Generation. CoRR Divya Kothandaraman, Kihyuk Sohn, Ruben Villegas, Paul Voigtlaender, Dinesh Manocha, Mohammad Babaeizadeh
2024	—	`conf`	ViC-MAE: Self-supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders. ECCV (4) Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
2023	A*	`conf`	Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions. ICLR Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
2023	A*	`conf`	StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. NeurIPS Emanuele Bugliarello, H. Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
2023	J	`jnl`	StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. CoRR Emanuele Bugliarello, Hernan Moraldo, Ruben Villegas, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Han Zhang, Dumitru Erhan, Vittorio Ferrari, Pieter-Jan Kindermans, Paul Voigtlaender
2023	J	`jnl`	Visual Representation Learning from Unlabeled Video using Contrastive Masked Autoencoders. CoRR Jefferson Hernandez, Ruben Villegas, Vicente Ordonez
2022	J	`jnl`	Phenaki: Variable Length Video Generation From Open Domain Textual Description. CoRR Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, Dumitru Erhan
2022	J	`jnl`	RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects. CoRR Yunseok Jang, Ruben Villegas, Jimei Yang, Duygu Ceylan, Xin Sun, Honglak Lee
2021	A*	`conf`	Contact-Aware Retargeting of Skinned Motion. ICCV Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito
2021	J	`jnl`	Contact-Aware Retargeting of Skinned Motion. CoRR Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito
2021	—	`conf`	Single-image Full-body Human Relighting. EGSR (DL) Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belén Masiá, Diego Gutierrez
2021	J	`jnl`	Single-image Full-body Human Relighting. CoRR Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belén Masiá, Diego Gutierrez
2021	A*	`conf`	Stochastic Scene-Aware Motion Prediction. ICCV Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black
2021	J	`jnl`	Stochastic Scene-Aware Motion Prediction. CoRR Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black
2021	—	`conf`	Task-Generic Hierarchical Human Motion Prior using VAEs. 3DV Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao
2021	J	`jnl`	Task-Generic Hierarchical Human Motion Prior using VAEs. CoRR Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao
2020	—	`conf`	Contact and Human Dynamics from Monocular Video. ECCV (5) Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang
2020	—	`conf`	Contact and Human Dynamics from Monocular Video. SCA (Showcases) Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang
2020	J	`jnl`	Contact and Human Dynamics from Monocular Video. CoRR Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang
2019	A*	`conf`	High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks. NeurIPS Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee
2019	J	`jnl`	High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks. CoRR Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee
2019	A*	`conf`	Learning Latent Dynamics for Planning from Pixels. ICML Danijar Hafner, Timothy P. Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson
2019	—	`—`	Modeling Structured Dynamics with Deep Neural Networks. Ruben Villegas
2019	J	`jnl`	Unsupervised Learning of Object Structure and Dynamics from Videos. CoRR Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin Murphy, Honglak Lee
2019	A*	`conf`	Unsupervised learning of object structure and dynamics from videos. NeurIPS Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin P. Murphy, Honglak Lee
2018	A*	`conf`	Hierarchical Long-term Video Prediction without Supervision. ICML Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee
2018	J	`jnl`	Hierarchical Long-term Video Prediction without Supervision. CoRR Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee
2018	J	`jnl`	Learning Latent Dynamics for Planning from Pixels. CoRR Danijar Hafner, Timothy P. Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson
2018	—	`conf`	MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics. ECCV (5) Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee
2018	J	`jnl`	MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics. CoRR Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee
2018	A*	`conf`	Neural Kinematic Networks for Unsupervised Motion Retargetting. CVPR Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee
2018	J	`jnl`	Neural Kinematic Networks for Unsupervised Motion Retargetting. CoRR Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee
2017	—	`conf`	Decomposing Motion and Content for Natural Video Sequence Prediction. ICLR (Poster) Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee
2017	J	`jnl`	Decomposing Motion and Content for Natural Video Sequence Prediction. CoRR Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee
2017	A*	`conf`	Learning to Generate Long-term Future via Hierarchical Prediction. ICML Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
2017	J	`jnl`	Learning to Generate Long-term Future via Hierarchical Prediction. CoRR Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee
2015	J	`jnl`	Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction. CoRR Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee
2015	A*	`conf`	Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction. CVPR Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee
2014	A*	`conf`	Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders. CVPR Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah