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← Authors

Ruben Villegas

15 papers · 2014–2024 · 6 conferences · across top CS/AI conferences

Achievements

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+9 more ↓ 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (29)
🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (15) ❓ The Questioner πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (60)

Conferences

CVPR (3) ECCV (3) ICML (3) NIPS (3) ICCV (2) ICLR (1)

Top co-authors

Honglak Lee (8) Jimei Yang (5) Dumitru Erhan (4) Duygu Ceylan (3) Pieter-jan Kindermans (2) Aaron Hertzmann (2) Jun Saito (2) Mohammad Babaeizadeh (2) Mohammad Taghi Saffar (2) Han Zhang (2)

Keywords

video prediction (4) unsupervised learning (3) recurrent neural network (3) hierarchical prediction (2) convolutional neural network (2) long-term prediction (2) structured prediction (1) feature extraction (1) benchmark evaluation (1) video generation (1) face recognition (1) video understanding (1) adversarial training (1) story visualization (1) variational inference (1) human motion (1) dynamics modeling (1) object detection (1) large-scale learning (1) deep learning (1)

Papers

ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders ECCV 2024 StoryBench: A Multifaceted Benchmark for Continuous Story Visualization NIPS 2023 Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions ICLR 2023 Stochastic Scene-Aware Motion Prediction ICCV 2021 Contact-Aware Retargeting of Skinned Motion ICCV 2021 Contact and Human Dynamics from Monocular Video ECCV 2020 Learning Latent Dynamics for Planning from Pixels ICML 2019 High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks NIPS 2019 Unsupervised learning of object structure and dynamics from videos NIPS 2019 Neural Kinematic Networks for Unsupervised Motion Retargetting CVPR 2018 Hierarchical Long-term Video Prediction without Supervision ICML 2018 MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics ECCV 2018 Learning to Generate Long-term Future via Hierarchical Prediction ICML 2017 Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction CVPR 2015 Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders CVPR 2014