Rubanova, Yulia
- Neural Ordinary Differential Equations
2018/06/19 by Ricky T. Q. Chen, Chen, Ricky T. Q., Yulia Rubanova +5 · 5 voices · 554 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Computational Physics and Python Applications
- A Generalist Neural Algorithmic Learner
2022/09/22 by Borja Ibarz, Vitaly Kurin, Ibarz, Borja +27 · 2 voices · 4 citations
Computer Science · #Machine Learning and Algorithms #Advanced Graph Neural Networks #Advanced Neural Network Applications
- HMSPC: A Hybrid Mechanistic-Stochastic Physical-Continuous Model for Battery Dynamics
2019/07/08 by Yulia Rubanova, Ricky T. Q. Chen, Rubanova, Yulia +3 · 29 citations
Computer Science · Decision Sciences · Engineering · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Energy Load and Power Forecasting
- Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond
2021/06/15 by Godwin, Jonathan, Schaarschmidt, Michael, Gaunt, Alexander +5 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning rigid dynamics with face interaction graph networks
2022/12/07 by Allen, Kelsey R., Rubanova, Yulia, Lopez-Guevara, Tatiana +4 · 6 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
2024/06/13 by Ziyi Wu, Wu, Ziyi, Yulia Rubanova +15 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- Moving Off-the-Grid: Scene-Grounded Video Representations
2024/11/08 by Sjoerd van Steenkiste, van Steenkiste, Sjoerd, Daniel Zoran +29 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- Direct Motion Models for Assessing Generated Videos
2025/04/30 by Allen, Kelsey, Doersch, Carl, Zhou, Guangyao +9 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer
2025/10/02 by Gemini Robotics Team, Abbas Abdolmaleki, Saminda Abeyruwan +267 · 14 citations
Computer Science · Engineering · #AI-based Problem Solving and Planning #Modular Robots and Swarm Intelligence #Robot Manipulation and Learning
- Learning 3D Particle-based Simulators from RGB-D Videos
2023/12/08 by WILLIAM F. WHITNEY, Tatiana López-Guevara, Whitney, William F. +11 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Constraint-based graph network simulator
2021/12/16 by Rubanova, Yulia, Sanchez-Gonzalez, Alvaro, Pfaff, Tobias +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling Face Interaction Graph Networks to Real World Scenes
2024/01/22 by Tatiana López-Guevara, Lopez-Guevara, Tatiana, Yulia Rubanova +9 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO)
- Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
2024/05/22 by Rubanova, Yulia, Lopez-Guevara, Tatiana, Allen, Kelsey R. +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)