Tatiana Lopez-Guevara
7 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Analysis
(3)
Architectures
(3)
Computer Science
(2)
Application Areas Β· Machine Learning
(2)
Applications
(2)
Generation
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Robotics
(1)
Application Areas Β· Deep Learning
(1)
Capabilities
(1)
Core AI
(1)
Keywords
rigid body simulation
(2)
graph neural network
(2)
graph network
(2)
video generation
(1)
video prediction
(1)
deep learning
(1)
motion transfer
(1)
parameter optimization
(1)
robot manipulation
(1)
motion control
(1)
latent dynamics
(1)
airfoil design
(1)
inverse design
(1)
signed distance function
(1)
physics simulation
(1)
particle simulation
(1)
trajectory planning
(1)
neural simulator
(1)
motion trajectory
(1)
contact dynamics
(1)
Papers
Motion Prompting: Controlling Video Generation with Motion Trajectories
CVPR 2025
Learning 3D Particle-based Simulators from RGB-D Videos
ICLR 2024
Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
NeurIPS 2024
Learning rigid dynamics with face interaction graph networks
ICLR 2023
Graph network simulators can learn discontinuous, rigid contact dynamics
CoRL 2022
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
NeurIPS 2022
Adaptable Pouring: Teaching Robots Not to Spill using Fast but Approximate Fluid Simulation
CoRL 2017