Unsupervised Collaborative Domain Adaptation for Driving Scene Parsing 事件

PRODUCT_LAUNCH2026-06-02影响: MEDIUM

Unsupervised Collaborative Domain Adaptation for Driving Scene Parsing arXiv:2606.01818v1 Announce Type: new Abstract: Reliable driving scene parsing is a fundamental capability for autonomous vehicles operating in open and dynamic driving environments. However, adapting perception models to new deployment domains remains challenging because pixel-level annotations are expensive to obtain, while source-domain data are often inaccessible due to privacy, security, or ownership constraints. Existi