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Linxuan Xia

2 accepted papers

2024

Few-shot Hybrid Domain Adaptation of Image Generator

ICLR 2024poster

Can a pre-trained generator be adapted to the hybrid of multiple target domains and generate images with integrated attributes of them? In this work, we introduce a new task -- Few-shot $\textit{Hybrid Domain Adaptation}$ (HDA). Given a source generator and several target domains, HDA aims to acquir…

Cited by 4SourcePDFScholar
2024

Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving

AAAI 2024technical

Multi-camera perception tasks have gained significant attention in the field of autonomous driving. However, existing frameworks based on Lift-Splat-Shoot (LSS) in the multi-camera setting cannot produce suitable dense 3D features due to the projection nature and uncontrollable densification process…