no code implementations • 3 Jan 2024 • Kyle Buettner, Sina Malakouti, Xiang Lorraine Li, Adriana Kovashka
In the absence of training data from target geographies, we hypothesize that geographically diverse descriptive knowledge of categories can enhance robustness.
1 code implementation • BMVC 2023 • Sina Malakouti, Adriana Kovashka
Existing domain adaptation (DA) and generalization (DG) methods in object detection enforce feature alignment in the visual space but face challenges like object appearance variability and scene complexity, which make it difficult to distinguish between objects and achieve accurate detection.
Ranked #1 on Object Detection on PASCAL VOC to Comic2k