← Search

Evgeny Krivosheev

2 accepted papers

2022

GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation

ECCV 2022poster

"3D point cloud semantic segmentation is fundamental for autonomous driving. Most approaches in the literature neglect an important aspect, i.e., how to deal with domain shift when handling dynamic scenes. This can significantly hinder the navigation capabilities of self-driving vehicles. This paper…

2021

Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation

CVPR 2021poster

In this paper we address multi-target domain adaptation (MTDA), where given one labeled source dataset and multiple unlabeled target datasets that differ in data distributions, the task is to learn a robust predictor for all the target domains. We identify two key aspects that can help to alleviate…

Cited by 84PDFcodeScholar