3 papers
cs.CV2025
Poisson Flow Consistency Training
Anthony Zhang, Mahmut Gokmen, Dennis Hein +4
The Poisson Flow Consistency Model (PFCM) is a consistency-style model based on the robust Poisson Flow Generative Model++ (PFGM++) which has achieved success in unconditional imag…
eess.IV2024
Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images
Rabeya Tus Sadia, Jie Zhang, Jin Chen
Various imaging modalities are used in patient diagnosis, each offering unique advantages and valuable insights into anatomy and pathology. Computed Tomography (CT) is crucial in d…
eess.IV2024
Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques
Mahmut S. Gokmen, Jie Zhang, Ge Wang +2
Diffusion models have significant impact on wide range of generative tasks, especially on image inpainting and restoration. Although the improvements on aiming for decreasing numbe…