Chen-Che Huang

Blenda: Domain Adaptive Object Detection Through Diffusion-Based Blending

Unsupervised domain adaptation (UDA) aims to transfer a model learned using labeled data from the source domain to unlabeled data in the target domain. To address the large domain gap issue between the source and target domains, we propose a novel regularization method for domain adaptive object det…