Van Dong Tran

03
Mar
BiasPruner: Debiased Continual Learning for Medical Image Classification

BiasPruner: Debiased Continual Learning for Medical Image Classification

Continual Learning (CL) is pivotal for enabling neural networks to adapt dynamically by learning tasks sequentially without forgetting prior knowledge.
6 min read
23
Jul
MAXVIT-UNET: MULTI-AXIS ATTENTION FOR MEDICAL IMAGE SEGMENTATION

MAXVIT-UNET: MULTI-AXIS ATTENTION FOR MEDICAL IMAGE SEGMENTATION

Since their emergence, Convolutional Neural Networks (CNNs) have significantly advanced medical image analysis but struggle with capturing global interactions. Transformers
5 min read