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Are We Ready for Out-of-Distribution Detection in Digital Pathology?

Are We Ready for Out-of-Distribution Detection in Digital Pathology?

18 July 2024
Ji-Hun Oh
Kianoush Falahkheirkhah
Rohit Bhargava
    OODD
ArXiv (abs)PDFHTML

Papers citing "Are We Ready for Out-of-Distribution Detection in Digital Pathology?"

5 / 5 papers shown
Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection
Hierarchical Vision-Language Learning for Medical Out-of-Distribution DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Runhe Lai
Xinhua Lu
Kanghao Chen
Qichao Chen
Wei-Shi Zheng
Ruixuan Wang
86
0
0
25 Aug 2025
Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging
Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology ImagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Ji-Hun Oh
Kianoush Falahkheirkhah
Rohit Bhargava
283
0
0
01 Jul 2025
Benchmarking Post-Hoc Unknown-Category Detection in Food Recognition
Benchmarking Post-Hoc Unknown-Category Detection in Food Recognition
Lubnaa Abdur Rahman
Ioannis Papathanail
Lorenzo Brigato
Stavroula Mougiakakou
227
0
0
24 Mar 2025
Quilt-1M: One Million Image-Text Pairs for Histopathology
Quilt-1M: One Million Image-Text Pairs for HistopathologyNeural Information Processing Systems (NeurIPS), 2023
Wisdom O. Ikezogwo
M. S. Seyfioglu
Fatemeh Ghezloo
Dylan Stefan Chan Geva
Fatwir Sheikh Mohammed
Pavan Kumar Anand
Ranjay Krishna
Linda G. Shapiro
CLIPVLM
764
202
0
20 Jun 2023
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.2K
4,706
0
17 Jun 2020
1
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