Out-of-Distribution Detection via Uncertainty Learning for Robust Glaucoma Prediction

被引:0
|
作者
Rashidisabet, Homa [1 ]
Chan, Robison Vernon Paul [1 ]
Vajaranant, Thasarat Sutabutr [1 ]
Yi, Darvin [1 ]
机构
[1] Univ Illinois, Ophthalmol & Visual Sci, Chicago, IL USA
关键词
D O I
暂无
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
1635
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Joint Out-of-Distribution Detection and Uncertainty Estimation for Trajectory Prediction
    Wiederer, Julian
    Schmidt, Julian
    Kressel, Ulrich
    Dietmayer, Klaus
    Belagiannis, Vasileios
    2023 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2023, : 5487 - 5494
  • [2] Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources
    Zheng, Haotian
    Wang, Qizhou
    Fang, Zhen
    Xia, Xiaobo
    Liu, Feng
    Liu, Tongliang
    Han, Bo
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [3] Robust Cough Detection With Out-of-Distribution Detection
    Chen, Yuhan
    Attri, Pankaj
    Barahona, Jeffrey
    Hernandez, Michelle L.
    Carpenter, Delesha
    Bozkurt, Alper
    Lobaton, Edgar
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (07) : 3210 - 3221
  • [4] Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning
    Williams, David S. W.
    Gadd, Matthew
    De Martini, Daniele
    Newman, Paul
    2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 9536 - 9542
  • [5] Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data
    Grcic, Matej
    Bevandic, Petra
    Kalafatic, Zoran
    Segvic, Sinisa
    SENSORS, 2024, 24 (04)
  • [6] Out-of-Distribution Detection via outlier exposure in federated learning
    Jeong, Gu-Bon
    Choi, Dong-Wan
    NEURAL NETWORKS, 2025, 185
  • [7] Your Out-of-Distribution Detection Method is Not Robust!
    Azizmalayeri, Mohammad
    Moakhar, Arshia Soltani
    Zarei, Arman
    Zohrabi, Reihaneh
    Manzuri, Mohammad Taghi
    Rohban, Mohammad Hossein
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [8] A Simple Framework for Robust Out-of-Distribution Detection
    Hur, Youngbum
    Yang, Eunho
    Hwang, Sung Ju
    IEEE ACCESS, 2022, 10 : 23086 - 23097
  • [9] DEEP DIRICHLET UNCERTAINTY FOR UNSUPERVISED OUT-OF-DISTRIBUTION DETECTION OF EYE FUNDUS PHOTOGRAPHS IN GLAUCOMA SCREENING
    Araojo, Teresa
    Aresta, Guilherme
    Bogunovic, Hrvoje
    2022 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING CHALLENGES (IEEE ISBI 2022), 2022,
  • [10] Boosting Out-of-Distribution Image Detection With Epistemic Uncertainty
    Oh, Dokwan
    Ji, Daehyun
    Kwon, Ohmin
    Hyun, Yoonsuk
    IEEE ACCESS, 2022, 10 : 109289 - 109298