Check our latest work DeepCache, a training-free and almost loessless method for diffusion model acceleration. It can be viewed as a special pruning technique that dynamically drops deep layers and ...

Abstract: Image denoising is a fundamental problem in computational photography, where achieving high perception with low distortion is highly demanding. Current methods either struggle with ...

Diffusion policy exhibits promising multimodal property and distributional expressivity in robotic field, while not ready for real-time end-to-end autonomous driving in more dynamic and open-world ...

Abstract: Hyperspectral image (HSI) classification is an important issue in remote sensing field with extensive applications in Earth science. In recent years, a large number of deep learning-based ...