Ruben Villegas
DeepMind (United Kingdom)(GB)Google (United Kingdom)(GB)
Publications by Year
Research Areas
Human Pose and Action Recognition, Human Motion and Animation, Video Analysis and Summarization, Advanced Vision and Imaging, Multimodal Machine Learning Applications
Most-Cited Works
- → Decomposing Motion and Content for Natural Video Sequence Prediction(2017)416 cited
- → Learning Latent Dynamics for Planning from Pixels(2018)367 cited
- → Improving object detection with deep convolutional networks via Bayesian optimization and structured prediction(2015)225 cited
- → Learning to Generate Long-term Future via Hierarchical Prediction(2017)180 cited
- → MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics(2018)154 cited
- → Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders(2014)122 cited
- → Contact and Human Dynamics from Monocular Video(2020)99 cited
- → Phenaki: Variable Length Video Generation From Open Domain Textual Description(2022)79 cited
- → High Fidelity Video Prediction with Large Stochastic Recurrent Neural\n Networks(2019)73 cited