Search Results for author: Mingfei Cheng

Found 7 papers, 1 papers with code

Evaluating Decision Optimality of Autonomous Driving via Metamorphic Testing

no code implementations28 Feb 2024 Mingfei Cheng, Yuan Zhou, Xiaofei Xie, Junjie Wang, Guozhu Meng, Kairui Yang

In this paper, we focus on evaluating the decision-making quality of an ADS and propose the first method for detecting non-optimal decision scenarios (NoDSs), where the ADS does not compute optimal paths for AVs.

Autonomous Driving Decision Making

A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation

no code implementations2 Nov 2022 Kai Huang, Mingfei Cheng, Yang Wang, Bochen Wang, Ye Xi, Feigege Wang, Peng Chen

Few-shot segmentation (FSS) aims to segment objects of unseen classes given only a few annotated support images.

Segmentation

Cyclone intensity estimate with context-aware cyclegan

no code implementations11 May 2019 Yajing Xu, Haitao Yang, Mingfei Cheng, Si Li

Deep learning approaches to cyclone intensity estimationhave recently shown promising results.

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