Tahsinul Islam

UnDA: Unpaired Domain Alignment for Cross-Modal Knowledge Transfer in Medical Imaging

This work proposes UnDA, an anchor-guided framework for unpaired cross-modal distillation that introduces a backbone-agnostic Alignment Module that extracts semantically structured class tokens via an attention based pooling mechanism, and dynamically weights feature-level alignment based on prediction confidence, effe...