Yulia Rubanova
- Neural Ordinary Differential Equations
2018/06/19 by Ricky T. Q. Chen, Yulia Rubanova, Chen, Ricky T. Q. +5 · 5 voices · 556 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, Ibarz, Borja, Vitaly Kurin +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, Rubanova, Yulia, Ricky T. Q. Chen +3 · 29 citations
Computer Science · Decision Sciences · Engineering · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Energy Load and Power Forecasting
- Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing
2020/02/05 by Ruibin Xi, Dhawal Jain, Youngsook L. Jung +1341 · 8 citations
Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
- Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
2024/06/13 by Ziyi Wu, Yulia Rubanova, Wu, Ziyi +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
- 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)
- Scaling Face Interaction Graph Networks to Real World Scenes
2024/01/22 by Tatiana López-Guevara, Yulia Rubanova, Lopez-Guevara, Tatiana +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)