Luke Rowe

According to our database, Luke Rowe authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Poutine: Vision-Language-Trajectory Pre-Training and Reinforcement Learning Post-Training Enable Robust End-to-End Autonomous Driving.

Luke Rowe, Rodrigue de Schaetzen, Roger Girgis, Christopher Pal, Liam Paull

CoRR, June, 2025

Solving Bayesian inverse problems with diffusion priors and off-policy RL.

Luca Scimeca, Siddarth Venkatraman, Moksh Jain, Minsu Kim, Marcin Sendera, Mohsin Hasan, Luke Rowe, Sarthak Mittal, Pablo Lemos, Emmanuel Bengio, Alexandre Adam, Jarrid Rector-Brooks, Yashar Hezaveh, Laurence Perreault Levasseur, Yoshua Bengio, Glen Berseth, Nikolay Malkin

CoRR, March, 2025

Scenario Dreamer: Vectorized Latent Diffusion for Generating Driving Simulation Environments.

Luke Rowe, Roger Girgis, Anthony Gosselin, Liam Paull, Christopher Pal, Felix Heide

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Amortizing intractable inference in diffusion models for vision, language, and control.

Siddarth Venkatraman, Moksh Jain, Luca Scimeca, Minsu Kim, Marcin Sendera, Mohsin Hasan, Luke Rowe, Sarthak Mittal, Pablo Lemos, Emmanuel Bengio, Alexandre Adam, Jarrid Rector-Brooks, Yoshua Bengio, Glen Berseth, Nikolay Malkin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

CtRL-Sim: Reactive and Controllable Driving Agents with Offline Reinforcement Learning.

Luke Rowe, Roger Girgis, Anthony Gosselin, Bruno Carrez, Florian Golemo, Felix Heide, Liam Paull, Christopher Pal

Proceedings of the Conference on Robot Learning, 6-9 November 2024, Munich, Germany., 2024

2023

FJMP: Factorized Joint Multi-Agent Motion Prediction over Learned Directed Acyclic Interaction Graphs.

Luke Rowe, Martin Ethier, Eli-Henry Dykhne, Krzysztof Czarnecki

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

A Closer Look at Robustness to L-infinity and Spatial Perturbations and their Composition.

Luke Rowe, Benjamin Thérien, Krzysztof Czarnecki, Hongyang Zhang

CoRR, 2022

Out-of-Distribution Detection for LiDAR-based 3D Object Detection.

Chengjie Huang, Van Duong Nguyen, Vahdat Abdelzad, Christopher Gus Mannes, Luke Rowe, Benjamin Thérien, Rick Salay, Krzysztof Czarnecki

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Measuring Quality of General Reasoning.

Alexandru Marcoci, Tim van Gelder, Simon Dennis, Margaret Webb, Luke Rowe, Ashley Barnett, Tamar Primoratz, Ariel Kruger, Benjamin Stone, Michael Diamond, Morgan Saletta

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022