J. Bergman

Representation-driven Endoscopic Visual Embedding Alignment for Latent Generation

Developing foundation generative models for endoscopy is limited by the gap between natural and clinical images and the computational cost of training large Diffusion Transformers. Although representation alignment has improved efficiency in general computer vision, its role within the highly specialized endoscopic ima...