1 code implementation • 29 Aug 2023 • Yiming Huang, Guole Liu, Yaoru Luo, Ge Yang
We then apply differentiable top-k feature adaptation to train the patch descriptor, mapping the extracted feature representations to a new vector space, enabling effective detection of anomalies.
1 code implementation • 30 Apr 2022 • Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang
Our understanding of the learning behavior of DNNs trained by noisy segmentation labels remains limited.
no code implementations • 24 Jun 2021 • Tianjie Yang, Yaoru Luo, Wei Ji, Ge Yang
We conclude with an outlook on how deep learning could shape the future of this new generation of light microscopy technology.
no code implementations • 22 Mar 2021 • Yaoru Luo, Guole Liu, Yuanhao Guo, Ge Yang
When trained with these noisy labels, DNNs provide largely the same segmentation performance as trained by the original ground truth.