Abstract: We present SR3, an approach to image Super-Resolution via Repeated Refinement. SR3 adapts denoising diffusion probabilistic models (Ho et al. 2020), (Sohl-Dickstein et al. 2015) to ...

Resizing images can make them look stretched and unrealistic. You may want to make an image’s background fit a larger or smaller area. This resizing can make the subject of the image look stretched or ...

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Abstract: Few-shot learning (FSL) aims to train a model with limited samples for identifying novel category samples. As for remote sensing (RS) images, complex backgrounds may lead to large intraclass ...