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Qiang Liu*

2 accepted papers

2024

SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow

ECCV 2024poster

"Diffusion models excel in high-quality generation but suffer from slow inference due to iterative sampling. While recent methods have successfully transformed diffusion models into one-step generators, they neglect model size reduction, limiting their applicability in compute-constrained scenarios.…

2024

Solving Motion Planning Tasks with a Scalable Generative Model

ECCV 2024poster

"As autonomous driving systems being deployed to millions of vehicles, there is a pressing need of improving the system’s scalability, safety and reducing the engineering cost. A realistic, scalable, and practical simulator of the driving world is highly desired. In this paper, we present an efficie…