Theodore Zhengde Zhao

Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning

Effective medical image analysis requires representations that capture both global anatomical structure and fine-grained tissue texture. Current self-supervised approaches exhibit limited capacity to address both requirements simultaneously. Invariance-based methods learn through augmentation consis