Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders. - Afshin Dehghan; Enrique G. Ortiz; Ruben Villegas; Mubarak Shah (CVPR, 2014)

Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction. - Yuting Zhang 001; Kihyuk Sohn; Ruben Villegas; Gang Pan 001; Honglak Lee (CVPR, 2015)

Decomposing Motion and Content for Natural Video Sequence Prediction. - Ruben Villegas; Jimei Yang; Seunghoon Hong; Xunyu Lin; Honglak Lee (ICLR (Poster), 2017)

Learning to Generate Long-term Future via Hierarchical Prediction. - Ruben Villegas; Jimei Yang; Yuliang Zou; Sungryull Sohn; Xunyu Lin; Honglak Lee (ICML, 2017)

Neural Kinematic Networks for Unsupervised Motion Retargetting. - Ruben Villegas; Jimei Yang; Duygu Ceylan; Honglak Lee (CVPR, 2018)

MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics. - Xinchen Yan; Akash Rastogi; Ruben Villegas; Kalyan Sunkavalli; Eli Shechtman; Sunil Hadap; Ersin Yumer; Honglak Lee (ECCV (5), 2018)

Hierarchical Long-term Video Prediction without Supervision. - Nevan Wichers; Ruben Villegas; Dumitru Erhan; Honglak Lee (ICML, 2018)

Learning Latent Dynamics for Planning from Pixels. - Danijar Hafner; Timothy P. Lillicrap; Ian Fischer; Ruben Villegas; David Ha; Honglak Lee; James Davidson (ICML, 2019)

Unsupervised learning of object structure and dynamics from videos. - Matthias Minderer; Chen Sun 002; Ruben Villegas; Forrester Cole; Kevin P. Murphy; Honglak Lee (NeurIPS, 2019)

High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks. - Ruben Villegas; Arkanath Pathak; Harini Kannan; Dumitru Erhan; Quoc V. Le; Honglak Lee (NeurIPS, 2019)

Modeling Structured Dynamics with Deep Neural Networks. - Ruben Villegas (2019)

Contact and Human Dynamics from Monocular Video. - Davis Rempe; Leonidas J. Guibas; Aaron Hertzmann; Bryan C. Russell; Ruben Villegas; Jimei Yang (SCA (Showcases), 2020)

Task-Generic Hierarchical Human Motion Prior using VAEs. - Jiaman Li; Ruben Villegas; Duygu Ceylan; Jimei Yang; Zhengfei Kuang; Hao Li 015; Yajie Zhao (3DV, 2021)

Stochastic Scene-Aware Motion Prediction. - Mohamed Hassan 003; Duygu Ceylan; Ruben Villegas; Jun Saito; Jimei Yang; Yi Zhou 023; Michael J. Black (ICCV, 2021)

Contact-Aware Retargeting of Skinned Motion. - Ruben Villegas; Duygu Ceylan; Aaron Hertzmann; Jimei Yang; Jun Saito (ICCV, 2021)

Single-image Full-body Human Relighting. - Manuel Lagunas; Xin Sun 014; Jimei Yang; Ruben Villegas; Jianming Zhang 001; Zhixin Shu; Belén Masiá; Diego Gutierrez (EGSR (DL), 2021)

RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects. - Yunseok Jang 001; Ruben Villegas; Jimei Yang; Duygu Ceylan; Xin Sun 014; Honglak Lee (CoRR, 2022)

Phenaki: Variable Length Video Generation From Open Domain Textual Description. - Ruben Villegas; Mohammad Babaeizadeh; Pieter-Jan Kindermans; Hernan Moraldo; Han Zhang 010; Mohammad Taghi Saffar; Santiago Castro; Julius Kunze; Dumitru Erhan (CoRR, 2022)

Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions. - Ruben Villegas; Mohammad Babaeizadeh; Pieter-Jan Kindermans; Hernan Moraldo; Han Zhang 010; Mohammad Taghi Saffar; Santiago Castro; Julius Kunze; Dumitru Erhan (ICLR, 2023)

StoryBench: A Multifaceted Benchmark for Continuous Story Visualization. - Emanuele Bugliarello; H. Hernan Moraldo; Ruben Villegas; Mohammad Babaeizadeh; Mohammad Taghi Saffar; Han Zhang 010; Dumitru Erhan; Vittorio Ferrari; Pieter-Jan Kindermans; Paul Voigtlaender (NeurIPS, 2023)

Visual Representation Learning from Unlabeled Video using Contrastive Masked Autoencoders. - Jefferson Hernandez; Ruben Villegas; Vicente Ordonez (CoRR, 2023)

ViC-MAE: Self-supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders. - Jefferson Hernandez; Ruben Villegas; Vicente Ordonez (ECCV (4), 2024)

Text Prompting for Multi-Concept Video Customization by Autoregressive Generation. - Divya Kothandaraman; Kihyuk Sohn; Ruben Villegas; Paul Voigtlaender; Dinesh Manocha; Mohammad Babaeizadeh (CoRR, 2024)

Generative Visual Instruction Tuning. - Jefferson Hernandez; Ruben Villegas; Vicente Ordonez (CoRR, 2024)