Ruben Villegas

Decomposing Motion and Content for Natural Video Sequence Prediction

Ruben Villegas, Seunghoon Hong, Xunyu Lin et al. · arXiv (Cornell University) · 2017 · 415 citations · Full text

Image Analysis, Machine Learning, Data Science +14

Learning Latent Dynamics for Planning from Pixels

Danijar Hafner, Timothy Lillicrap, Ian Fischer et al. · arXiv (Cornell University) · 2018 · 367 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction

Yuting Zhang, Kihyuk Sohn, Ruben Villegas et al. · 2015 · 225 citations · Full text

Learning to Generate Long-term Future via Hierarchical Prediction

Ruben Villegas, Yuliang Zou, Sungryull Sohn et al. · arXiv (Cornell University) · 2017 · 180 citations · Full text

Engineering, Machine Learning, Sequential Learning +20

Decomposing Motion and Content for Natural Video Sequence Prediction

Ruben Villegas, Shuicheng Yan, Seunghoon Hong et al. · arXiv (Cornell University) · 2017 · 151 citations · Full text

Image Analysis, Machine Learning, Data Science +14