Yulia Rubanova
12 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (7)
π
Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(14)
π
Century Club
(12)
Conferences
NIPS (5)
ICLR (3)
ICML (2)
CORL (1)
UAI (1)
Top co-authors
Keywords
graph neural network
(2)
ordinary differential equation
(2)
scene understanding
(1)
constraint optimization
(1)
video understanding
(1)
visual representation
(1)
discrete optimization
(1)
normalizing flow
(1)
3d pose estimation
(1)
bayesian optimization
(1)
amortized inference
(1)
generative model
(1)
latent variable model
(1)
diffusion model
(1)
acquisition function
(1)
deep learning
(1)
variational autoencoder
(1)
3d gaussian splatting
(1)
novel view synthesis
(1)
self-supervised learning
(1)
Papers
Direct Motion Models for Assessing Generated Videos
ICML 2025
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
NIPS 2024
Moving Off-the-Grid: Scene-Grounded Video Representations
NIPS 2024
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
NIPS 2024
Learning 3D Particle-based Simulators from RGB-D Videos
ICLR 2024
Learning rigid dynamics with face interaction graph networks
ICLR 2023
Graph network simulators can learn discontinuous, rigid contact dynamics
CORL 2022
Simple GNN Regularisation for 3D Molecular Property Prediction and Beyond
ICLR 2022
Constraint-based graph network simulator
ICML 2022
Amortized Bayesian Optimization over Discrete Spaces
UAI 2020
Latent Ordinary Differential Equations for Irregularly-Sampled Time Series
NIPS 2019
Neural Ordinary Differential Equations
NIPS 2018