Browsing Theses by Subject "domain adaptation"
Now showing items 1-2 of 2
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Domain Adaptation for Autonomous Driving
(University of Waterloo, 2020-10-20)Metric based method is a promising approach to domain adaptation, which aims to align the marginal distribution of different domains with a similar conditional distribution. The thesis explores applying domain adaptation ... -
Sparse2SOAP: Domain Adaptation for LiDAR-Based 3D Object Detection
(University of Waterloo, 2023-05-25)In this work, we propose Sparse2SOAP, an extension of the previous work in Sparse2Dense that uses knowledge distillation in a teacher-student framework to densify 3D features, to enable its uses for cross-domain LiDAR-based ...