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Titlebook: Soil Engineering; Athanasios P. Dedousis,Thomas Bartzanas Book 2010 Springer-Verlag Berlin Heidelberg 2010 Agriculture.Agrochemicals.Recyc

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o obtain for medical images. Consequently, weakly supervised learning, which attempts to utilize sparse annotations such as scribbles for effective training, has garnered considerable attention. However, such scribble-supervision inherently lacks sufficient structural information, leading to two cri
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cting standard-dose PET (SPET) images from low-dose PET (LPET) sinograms directly. However, current methods often neglect boundaries during sinogram-to-image reconstruction, resulting in high-frequency distortion in the frequency domain and diminished or fuzzy edges in the reconstructed images. Furt
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nstances in WSI bags by substituting instances with instance prototypes, ., patch cluster centroids. Then, we propose a “Mix-the-bag” augmentation that contains four online, stochastic and flexible latent space augmentations. It brings diverse and reliable class-identity-preserving semantic changes
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