arxivcs.CV2026-07-23
UnDA: Unpaired Domain Alignment for Cross-Modal Knowledge Transfer in Medical Imaging
Rafsan Jany, Shadab Tanjeed Ahmad, Ahsan Bulbul, Tahsinul Islam, Md Azam Hossain, Abu Raihan Mostofa Kamal
Multimodal based approaches often outperform single modality approaches in downstream tasks as the different modalities provide complementary information, yet acquiring paired clinical data remains a significant challenge in real world scenarios. While cross-modal knowledge disti…