Anatomy-Slot decomposes patch tokens into emergent anatomical slots and aligns them across eyes via bidirectional cross-attention, reporting a 4.2 AUC gain over ViT-L on ODIR-5K.
In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)
2 Pith papers cite this work. Polarity classification is still indexing.
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HMAT restores murals more coherently and faithfully than prior methods by integrating mask-aware dynamic filtering, a transformer bottleneck, style fusion, and gated skip connections.
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Anatomy-Slot: Unsupervised Anatomical Factorization for Homologous Bilateral Reasoning in Retinal Diagnosis
Anatomy-Slot decomposes patch tokens into emergent anatomical slots and aligns them across eyes via bidirectional cross-attention, reporting a 4.2 AUC gain over ViT-L on ODIR-5K.
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High-Fidelity Mural Restoration via a Unified Hybrid Mask-Aware Transformer
HMAT restores murals more coherently and faithfully than prior methods by integrating mask-aware dynamic filtering, a transformer bottleneck, style fusion, and gated skip connections.