Search Results for author: Di Luan

Found 4 papers, 2 papers with code

The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition

1 code implementation8 Feb 2023 Jun Cen, Di Luan, Shiwei Zhang, Yixuan Pei, Yingya Zhang, Deli Zhao, Shaojie Shen, Qifeng Chen

Recently, Unified Open-set Recognition (UOSR) has been proposed to reject not only unknown samples but also known but wrongly classified samples, which tends to be more practical in real-world applications.

Open Set Learning

Open-world Semantic Segmentation for LIDAR Point Clouds

1 code implementation4 Jul 2022 Jun Cen, Peng Yun, Shiwei Zhang, Junhao Cai, Di Luan, Michael Yu Wang, Ming Liu, Mingqian Tang

Current methods for LIDAR semantic segmentation are not robust enough for real-world applications, e. g., autonomous driving, since it is closed-set and static.

Autonomous Driving Incremental Learning +3

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