DD-CMD combines text-guided spatial cross-attention with DCT-based spectral FiLM modulation and reports higher Dice/mIoU than prior text-guided models on QaTa-COV19 and MosMedData+.
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition
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Dual-Domain Cross-Modal Decoding for Clinical Text-Guided Medical Image Segmentation
DD-CMD combines text-guided spatial cross-attention with DCT-based spectral FiLM modulation and reports higher Dice/mIoU than prior text-guided models on QaTa-COV19 and MosMedData+.