June 6, 2024, 4:50 a.m. | Risab Biswas

cs.CV updates on arXiv.org arxiv.org

arXiv:2406.03173v1 Announce Type: cross
Abstract: This thesis aims to investigate the feasibility of knowledge transfer between neural networks for medical image segmentation tasks, specifically focusing on the transfer from a larger multi-task "Teacher" network to a smaller "Student" network. In the context of medical imaging, where the data volumes are often limited, leveraging knowledge from a larger pre-trained network could be useful. The primary objective is to enhance the performance of a smaller student model by incorporating knowledge representations acquired …

abstract arxiv context cs.cv data distillation eess.iv image imaging knowledge medical medical imaging network networks neural networks scale segmentation tasks thesis transfer type

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