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Luke Rowe

4 papers · 2023–2025 · 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

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🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird πŸ“ˆ Trend Setter

Venues

CVPR (2) CoRL (1) NeurIPS (1)

Top co-authors

Christopher Pal (2) Roger Girgis (2) Felix Heide (2) Anthony Gosselin (2) Liam Paull (2) Jarrid Rector-Brooks (1) Luca Scimeca (1) Martin Ethier (1) Moksh Jain (1) Sarthak Mittal (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Reinforcement Learning (3) Core AI (3) Learning Types (3) Computer Vision (2) Methods (2) Models (2) Machine Learning (1) Robotics (1) Analysis (1) Applications (1) Architectures (1) Capabilities (1) Domain-Specific (1)

Keywords

offline reinforcement learning (2) autonomous driving (2) reinforcement learning (2) motion forecasting (1) text-to-image generation (1) posterior inference (1) generative model (1) diffusion model (1) traffic simulation (1) agent behavior (1) scene generation (1) latent diffusion (1) score-based model (1) amortized sampling (1) score-based prior (1) directed acyclic graph (1) traffic generation (1) motion prediction (1) interaction modeling (1) simulation environment (1)

Papers

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments CVPR 2025 Amortizing intractable inference in diffusion models for vision, language, and control NeurIPS 2024 CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning CoRL 2024 FJMP: Factorized Joint Multi-Agent Motion Prediction Over Learned Directed Acyclic Interaction Graphs CVPR 2023