Shanglin Liu

MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining

Multimodal unsupervised domain adaptation leverages unlabeled data in the target domain to enhance multimodal systems continuously. While current state-of-the-art methods encourage interaction between sub-models of different modalities through pseudo-labeling and feature-level exchange, varying samp…