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Jingyu Qian

2 accepted papers

2025

Rejecting Outliers in 2D-3D Point Correspondences from 2D Forward-Looking Sonar Observations

IROS 2025

Rejecting outliers before applying classical robust methods is a common approach to increase the success rate of estimation, particularly when the outlier ratio is extremely high (e.g. 90%). However, this method often relies on sensor- or task-specific characteristics, which may not be easily transf

Cited by 1SourceScholar
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…