Sep 11, 2024 � This paper introduces a novel one-step Diffusion Probabilistic Model within a self-supervised adaptation framework for Snapshot Compressive Imaging (SCI).

Sep 14, 2024 � In response to these challenges, this paper introduces a novel one-step Diffusion Probabilistic Model within a self-supervised adaptation�...

Sep 11, 2024 � In response to these challenges, this paper introduces anovel one-step Diffusion Probabilistic Model within a self-supervisedadaptation�...

The paper introduces an efficient one-step diffusion refinement framework for Snapshot Compressive Imaging (SCI) reconstruction. The key aspects are:.

Sep 11, 2024 � The proposed approach uses a diffusion-based approach to refine the reconstructed images, leading to improved quality. The method is efficient�...

We propose an efficient one-step diffusion refinement framework for SCI. Using a pre-trained SCI network for initial prediction, the diffusion model refines it.

Coded Aperture Snapshot Spectral Imaging (CASSI) is a crucial technique for capturing three-dimensional multispectral images (MSIs) through the complex�...

Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging ... Subsequently, a one-step diffusion model produces high-frequency residuals to enhance�...

One-Step Effective Diffusion Network for Real-World Image Super-Resolution ... Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging.

In response to these challenges, this paper introduces a novel one-step Diffusion Probabilistic Model within a self-supervised adaptation framework for Snapshot�...