Unified Multi-plane Autoregressive Diffusion for 3D Multi-contrast MRI Synthesis

cs.CV

Submitted: 2026-10-07

Updated: 2026-10-07

Comments: Accepted to ECCV 2026

Journal ref: ECCV 2026. Lecture Notes in Computer Science, vol 17034. Springer, Cham

DOI: 10.1007/978-3-032-37450-9_16

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN
• Two-Stage Approach for Brain MR Image Synthesis: 2D Image Synthesis and 3D Refinement
• cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis
• Auto-Encoding Variational Bayes
• PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications
• BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Related papers

• Loss Knows Best: Detecting Annotation Errors in Videos via Loss Trajectories
• AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
• Benchmarking the Robustness of Foundation Models for Mammography under Domain Shift
• MambaX-Net: Dual-Input Mamba-Enhanced Cross-Attention Network for Longitudinal MRI Segmentation
• TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents
• A Survey on Efficient Vision-Language-Action Models