Kelsey R Allen

5 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 📈 Trend Setter

Venues

ICLR (2) ICML (2) CoRL (1)

Top co-authors

Yulia Rubanova (4) Tatiana Lopez-Guevara (3) Tobias Pfaff (3) Peter Battaglia (2) William F Whitney (2) Thomas Kipf (2) Alvaro Sanchez-Gonzalez (2) Kim Stachenfeld (2) Sebastin Santy (1) Kevin Patrick Murphy (1)

Research topics

Deep Learning (4) Computer Vision (2) Architectures (2) Generation (2) Models (2) Artificial Intelligence (1) Computer Science (1) Machine Learning (1) Analysis (1) Application Areas · Machine Learning (1) Application Areas · Deep Learning (1) Applications (1) Core AI (1) Processing (1)

Keywords

3d reconstruction (1) video prediction (1) interpretability (1) deep learning (1) data quality (1) latent dynamics (1) physics simulation (1) particle simulation (1) human evaluation (1) neural simulator (1) contact dynamics (1) rgb-d video (1) rigid body dynamics (1) graph network (1) point track (1) large language model (1) graph neural network (1) motion feature (1) rigid body simulation (1) mesh interaction (1)

Papers

Direct Motion Models for Assessing Generated Videos ICML 2025 Position: When Incentives Backfire, Data Stops Being Human ICML 2025 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