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📄 ResearchJuly 15, 2026

TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model

We introduce TCAM-Diff, a novel 3D medical image generation model that reduces the memory requirements to encode and generate high-resolution 3D data. This model utilizes a decoder-only autoencoder method to learn triplane representation from dense volume and leverages generalization operations to p...

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Source

http://arxiv.org/abs/2607.13812v1