2 papers
cs.CV2024
PViT: Prior-augmented Vision Transformer for Out-of-distribution Detection
Tianhao Zhang, Zhixiang Chen, Lyudmila S. Mihaylova
Vision Transformers (ViTs) have achieved remarkable success over various vision tasks, yet their robustness against data distribution shifts and inherent inductive biases remain un…
cs.CV2024
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies
Tianhao Zhang, Heather J. McCourty, Berardo M. Sanchez-Tafolla +2
Deep learning has revolutionized medical and biological imaging, particularly in segmentation tasks. However, segmenting biological cells remains challenging due to the high variab…