https://dasya.itu.dk/tags/spectral-analysis/ Recent content in Spectral analysis on DASYA Hugo -- gohugo.io en-us © DASYA, IT University of Copenhagen Wed, 26 Jun 2024 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/yucl-medical/ Wed, 26 Jun 2024 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/yucl-medical/ Spectral learning priority is a useful tool in analyzing a model’s focus during training, it describes how a model may understand a given image from the spectrum perspective. For example, to distinguish cats and tortoises, learning to recognize their shapes would be enough, such embedding will result in higher learning priority at low frequencies representing shapes; while learning to distinguish turtles and tortoises requires more effort to extract fine-grained features, leading to the corresponding learning priority shifting to higher frequencies.