Yunpeng Liu

Affiliations:
  • University of British Columbia, Computer Science Department, Vancouver, BC, Canada
  • Inverted AI, Vancouver, BC, Canada


According to our database1, Yunpeng Liu authored at least 13 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
TorchDriveEnv: A Reinforcement Learning Benchmark for Autonomous Driving with Reactive, Realistic, and Diverse Non-Playable Characters.
CoRR, 2024

Semantically Consistent Video Inpainting with Conditional Diffusion Models.
CoRR, 2024

Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning.
CoRR, 2024

Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Nearest Neighbour Score Estimators for Diffusion Generative Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Conditional Permutation Invariant Flows.
Trans. Mach. Learn. Res., 2023

Realistically distributing object placements in synthetic training data improves the performance of vision-based object detection models.
CoRR, 2023

Video Killed the HD-Map: Predicting Driving Behavior Directly From Drone Images.
CoRR, 2023

A Diffusion-Model of Joint Interactive Navigation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Video Killed the HD-Map: Predicting Multi-Agent Behavior Directly From Aerial Images.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Critic Sequential Monte Carlo.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Anticipating and eliminating redundant computations in accelerated sparse training.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Vehicle Type Specific Waypoint Generation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022


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