Abstract: The term “blind denoising” refers to the fact that the basis used for denoising is learned from the noisy sample itself during denoising. Dictionary learning- and transform learning-based ...

Abstract: Accurately estimating uncertainty in climate scenarios typically demands the generation of large ensembles of high-resolution simulations, a process that is both computationally expensive ...

Performance may lag on older hardware. The gains in image-quality (beyond the control and flexibility) are likely incremental rather than revolutionary (especially on older sensor/lens combos). If ...

SVG Autoencoder - Uses a frozen representation encoder with a residual branch to compensate the information loss and a learned convolutional decoder to transfer the SVG latent space to pixel space.

To solve the data scarcity problem, we introduce a scalable pipeline Ditto, for generating high-quality video editing data, which is used to train a new state-of-the-art instruction-based video ...

State Key Laboratory of Medical Proteomics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, P. R. China University of Chinese Academy of Sciences, Beijing 100049, P.