We present MoE-DiffIR, an innovative universal compressed image restoration (CIR) method with task-customized diffusion priors. This intends to handle two pivotal challenges in the existing CIR methods: (i) lacking adaptability and universality ...

The Spoofing-Aware Speaker Verification (SASV) system is designed to protect automatic speaker verification (ASV) systems from potential speech spoofing attacks by integrating the ASV and countermeasure systems. The optimization of the ASV system ...

High-resolution (HR) images are usually downscaled to low-resolution (LR) ones for better display and afterward up-scaled back to the original size to recover details. Recent work in image rescaling formulates downscaling and upscaling as a unified task ...

Blind watermarking provides powerful evidence for copyright protection, image authentication, and tampering identification.However, it remains a challenge to design a watermarking model with high imperceptibility and robustness against strong noise ...

Deraining driven by semantic segmentation task is very important for autonomous driving because rain streaks and raindrops on the car window will seriously degrade the segmentation accuracy. As a pre-processing step of semantic segmentation ...

As a vital copyright protection technology, blind watermarking based on deep learning with an end-to-end encoder-decoder architecture has been recently proposed. Although the one-stage end-to-end training (OET) facilitates the joint learning of encoder ...