IEEE

Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model

Abstract: In practice, domain shifts are likely to occur between training and test data, necessitating domain adaptation (DA) to adjust the pre-trained source model to the target domain. Recently, ...
IEEE

Progressive Contrastive Label Optimization for Source-Free Universal 3D Model Retrieval

Abstract: Unsupervised Cross-Domain 3D Model Retrieval (UCD3DMR) has emerged as an effective tool for managing 3D model data recently. However, existing UCD3DMR algorithms typically demand ...