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pro vyhledávání: '"Terry, Russell Stevens"'
Training deep Convolutional Neural Networks (CNNs) presents unique challenges, including the pervasive issue of elimination singularities, consistent deactivation of nodes leading to degenerate manifolds within the loss landscape. These singularities
Externí odkaz:
http://arxiv.org/abs/2409.13154
Accurate segmentation of multiple organs and the differentiation of pathological tissues in medical imaging are crucial but challenging, especially for nuanced classifications and ambiguous organ boundaries. To tackle these challenges, we introduce G
Externí odkaz:
http://arxiv.org/abs/2409.13146
Generative models can enhance discriminative classifiers by constructing complex feature spaces, thereby improving performance on intricate datasets. Conventional methods typically augment datasets with more detailed feature representations or increa
Externí odkaz:
http://arxiv.org/abs/2409.13116