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Ruben Villegas
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2020 – today
- 2024
- [c19]Jefferson Hernandez, Ruben Villegas, Vicente Ordonez:
ViC-MAE: Self-supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders. ECCV (4) 2024: 444-463 - [i20]Divya Kothandaraman, Kihyuk Sohn, Ruben Villegas, Paul Voigtlaender, Dinesh Manocha, Mohammad Babaeizadeh:
Text Prompting for Multi-Concept Video Customization by Autoregressive Generation. CoRR abs/2405.13951 (2024) - [i19]Jefferson Hernandez, Ruben Villegas, Vicente Ordonez:
Generative Visual Instruction Tuning. CoRR abs/2406.11262 (2024) - 2023
- [c18]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 - [c17]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 - [i18]Jefferson Hernandez, Ruben Villegas, Vicente Ordonez:
Visual Representation Learning from Unlabeled Video using Contrastive Masked Autoencoders. CoRR abs/2303.12001 (2023) - [i17]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 abs/2308.11606 (2023) - 2022
- [i16]Yunseok Jang, Ruben Villegas, Jimei Yang, Duygu Ceylan, Xin Sun, Honglak Lee:
RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects. CoRR abs/2205.06975 (2022) - [i15]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 abs/2210.02399 (2022) - 2021
- [c16]Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao:
Task-Generic Hierarchical Human Motion Prior using VAEs. 3DV 2021: 771-781 - [c15]Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito:
Contact-Aware Retargeting of Skinned Motion. ICCV 2021: 9700-9709 - [c14]Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black:
Stochastic Scene-Aware Motion Prediction. ICCV 2021: 11354-11364 - [c13]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: 167-177 - [i14]Jiaman Li, Ruben Villegas, Duygu Ceylan, Jimei Yang, Zhengfei Kuang, Hao Li, Yajie Zhao:
Task-Generic Hierarchical Human Motion Prior using VAEs. CoRR abs/2106.04004 (2021) - [i13]Manuel Lagunas, Xin Sun, Jimei Yang, Ruben Villegas, Jianming Zhang, Zhixin Shu, Belén Masiá, Diego Gutierrez:
Single-image Full-body Human Relighting. CoRR abs/2107.07259 (2021) - [i12]Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael J. Black:
Stochastic Scene-Aware Motion Prediction. CoRR abs/2108.08284 (2021) - [i11]Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito:
Contact-Aware Retargeting of Skinned Motion. CoRR abs/2109.07431 (2021) - 2020
- [c12]Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang:
Contact and Human Dynamics from Monocular Video. ECCV (5) 2020: 71-87 - [c11]Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang:
Contact and Human Dynamics from Monocular Video. SCA (Showcases) 2020: 3-5 - [i10]Davis Rempe, Leonidas J. Guibas, Aaron Hertzmann, Bryan C. Russell, Ruben Villegas, Jimei Yang:
Contact and Human Dynamics from Monocular Video. CoRR abs/2007.11678 (2020)
2010 – 2019
- 2019
- [b1]Ruben Villegas:
Modeling Structured Dynamics with Deep Neural Networks. University of Michigan, USA, 2019 - [c10]Danijar Hafner, Timothy P. Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson:
Learning Latent Dynamics for Planning from Pixels. ICML 2019: 2555-2565 - [c9]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: 81-91 - [c8]Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin P. Murphy, Honglak Lee:
Unsupervised learning of object structure and dynamics from videos. NeurIPS 2019: 92-102 - [i9]Matthias Minderer, Chen Sun, Ruben Villegas, Forrester Cole, Kevin Murphy, Honglak Lee:
Unsupervised Learning of Object Structure and Dynamics from Videos. CoRR abs/1906.07889 (2019) - [i8]Ruben Villegas, Arkanath Pathak, Harini Kannan, Dumitru Erhan, Quoc V. Le, Honglak Lee:
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks. CoRR abs/1911.01655 (2019) - 2018
- [c7]Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee:
Neural Kinematic Networks for Unsupervised Motion Retargetting. CVPR 2018: 8639-8648 - [c6]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: 276-293 - [c5]Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee:
Hierarchical Long-term Video Prediction without Supervision. ICML 2018: 6033-6041 - [i7]Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee:
Neural Kinematic Networks for Unsupervised Motion Retargetting. CoRR abs/1804.05653 (2018) - [i6]Nevan Wichers, Ruben Villegas, Dumitru Erhan, Honglak Lee:
Hierarchical Long-term Video Prediction without Supervision. CoRR abs/1806.04768 (2018) - [i5]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 abs/1808.04545 (2018) - [i4]Danijar Hafner, Timothy P. Lillicrap, Ian Fischer, Ruben Villegas, David Ha, Honglak Lee, James Davidson:
Learning Latent Dynamics for Planning from Pixels. CoRR abs/1811.04551 (2018) - 2017
- [c4]Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee:
Decomposing Motion and Content for Natural Video Sequence Prediction. ICLR (Poster) 2017 - [c3]Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee:
Learning to Generate Long-term Future via Hierarchical Prediction. ICML 2017: 3560-3569 - [i3]Ruben Villegas, Jimei Yang, Yuliang Zou, Sungryull Sohn, Xunyu Lin, Honglak Lee:
Learning to Generate Long-term Future via Hierarchical Prediction. CoRR abs/1704.05831 (2017) - [i2]Ruben Villegas, Jimei Yang, Seunghoon Hong, Xunyu Lin, Honglak Lee:
Decomposing Motion and Content for Natural Video Sequence Prediction. CoRR abs/1706.08033 (2017) - 2015
- [c2]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: 249-258 - [i1]Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee:
Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction. CoRR abs/1504.03293 (2015) - 2014
- [c1]Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders. CVPR 2014: 1757-1764
Coauthor Index
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last updated on 2024-10-11 17:30 CEST by the dblp team
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