most citedPViT: Prior-augmented Vision Transformer for Out-of-distribution Detection

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cs.CV2024★ 1 cited

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…