The rapid development of generative diffusion models has significantly advanced the field of
style transfer. However, most current style transfer methods based on diffusion models …

Due to the unaffordable size and intensive computation costs of low-level vision models, All-
in-One models that are designed to address a handful of low-level vision tasks …

We study the scaling properties of latent diffusion models (LDMs) with an emphasis on their
sampling efficiency. While improved network architecture and inference algorithms have …

In reality, images often exhibit multiple degradations, such as rain and fog at night (triple
degradations). However, in many cases, individuals may not want to remove all …

Diffusion models have recently achieved outstanding results in the field of image super-
resolution. These methods typically inject low-resolution (LR) images via ControlNet. In this …

Event cameras harness advantages such as low latency, high temporal resolution, and high
dynamic range (HDR), compared to standard cameras. Due to the distinct imaging paradigm …