121 related articles for article (PubMed ID: 38090830)
1. Revisiting Confidence Estimation: Towards Reliable Failure Prediction.
Zhu F; Zhang XY; Cheng Z; Liu CL
IEEE Trans Pattern Anal Mach Intell; 2024 May; 46(5):3370-3387. PubMed ID: 38090830
[TBL] [Abstract][Full Text] [Related]
2. Out-of-Distribution Detection Algorithms for Robust Insect Classification.
Saadati M; Balu A; Chiranjeevi S; Jubery TZ; Singh AK; Sarkar S; Singh A; Ganapathysubramanian B
Plant Phenomics; 2024; 6():0170. PubMed ID: 38699404
[TBL] [Abstract][Full Text] [Related]
3. When an extra rejection class meets out-of-distribution detection in long-tailed image classification.
Feng S; Wang C
Neural Netw; 2024 Jun; 178():106485. PubMed ID: 38959597
[TBL] [Abstract][Full Text] [Related]
4. Supervision Adaptation Balancing In-Distribution Generalization and Out-of-Distribution Detection.
Zhao Z; Cao L; Lin KY
IEEE Trans Pattern Anal Mach Intell; 2023 Dec; 45(12):15743-15758. PubMed ID: 37792646
[TBL] [Abstract][Full Text] [Related]
5. Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.
Guha Roy A; Ren J; Azizi S; Loh A; Natarajan V; Mustafa B; Pawlowski N; Freyberg J; Liu Y; Beaver Z; Vo N; Bui P; Winter S; MacWilliams P; Corrado GS; Telang U; Liu Y; Cemgil T; Karthikesalingam A; Lakshminarayanan B; Winkens J
Med Image Anal; 2022 Jan; 75():102274. PubMed ID: 34731777
[TBL] [Abstract][Full Text] [Related]
6. Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation.
Ran X; Xu M; Mei L; Xu Q; Liu Q
Neural Netw; 2022 Jan; 145():199-208. PubMed ID: 34768090
[TBL] [Abstract][Full Text] [Related]
7. Investigation of out-of-distribution detection across various models and training methodologies.
Kim BC; Kim B; Hyun Y
Neural Netw; 2024 Jul; 175():106288. PubMed ID: 38599136
[TBL] [Abstract][Full Text] [Related]
8. Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learning.
Araújo T; Aresta G; Schmidt-Erfurth U; Bogunović H
Sci Rep; 2023 Sep; 13(1):16231. PubMed ID: 37758754
[TBL] [Abstract][Full Text] [Related]
9. Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier.
Singla S; Murali N; Arabshahi F; Triantafyllou S; Batmanghelich K
IEEE Winter Conf Appl Comput Vis; 2023 Jan; 2023():4709-4719. PubMed ID: 37724183
[TBL] [Abstract][Full Text] [Related]
10. Bayesian uncertainty estimation for detection of long-tailed and unseen conditions in medical images.
Rezaei M; Näppi JJ; Bischl B; Yoshida H
J Med Imaging (Bellingham); 2023 Sep; 10(5):054501. PubMed ID: 37818179
[TBL] [Abstract][Full Text] [Related]
11. MLR-OOD: A Markov Chain Based Likelihood Ratio Method for Out-Of-Distribution Detection of Genomic Sequences.
Bai X; Ren J; Sun F
J Mol Biol; 2022 Aug; 434(15):167586. PubMed ID: 35427634
[TBL] [Abstract][Full Text] [Related]
12. WOOD: Wasserstein-Based Out-of-Distribution Detection.
Wang Y; Sun W; Jin J; Kong Z; Yue X
IEEE Trans Pattern Anal Mach Intell; 2024 Feb; 46(2):944-956. PubMed ID: 37906483
[TBL] [Abstract][Full Text] [Related]
13. ReSmooth: Detecting and Utilizing OOD Samples When Training With Data Augmentation.
Wang C; Jiang J; Zhou X; Liu X
IEEE Trans Neural Netw Learn Syst; 2024 Jun; 35(6):7899-7910. PubMed ID: 36417730
[TBL] [Abstract][Full Text] [Related]
14. Failure Detection in Deep Neural Networks for Medical Imaging.
Ahmed S; Dera D; Hassan SU; Bouaynaya N; Rasool G
Front Med Technol; 2022; 4():919046. PubMed ID: 35958121
[TBL] [Abstract][Full Text] [Related]
15. Improving Calibration and Out-of-Distribution Detection in Deep Models for Medical Image Segmentation.
Karimi D; Gholipour A
IEEE Trans Artif Intell; 2023 Apr; 4(2):383-397. PubMed ID: 37868336
[TBL] [Abstract][Full Text] [Related]
16. Revealing the Distributional Vulnerability of Discriminators by Implicit Generators.
Zhao Z; Cao L; Lin KY
IEEE Trans Pattern Anal Mach Intell; 2023 Jul; 45(7):8888-8901. PubMed ID: 37015685
[TBL] [Abstract][Full Text] [Related]
17. Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation.
Mehrtash A; Wells WM; Tempany CM; Abolmaesumi P; Kapur T
IEEE Trans Med Imaging; 2020 Dec; 39(12):3868-3878. PubMed ID: 32746129
[TBL] [Abstract][Full Text] [Related]
18. Deep Neural Forest for Out-of-Distribution Detection of Skin Lesion Images.
Li X; Desrosiers C; Liu X
IEEE J Biomed Health Inform; 2023 Jan; 27(1):157-165. PubMed ID: 35503845
[TBL] [Abstract][Full Text] [Related]
19. Unsupervised Out-of-Distribution Object Detection via PCA-Driven Dynamic Prototype Enhancement.
Wu A; Deng C; Liu W
IEEE Trans Image Process; 2024; 33():2431-2446. PubMed ID: 38517717
[TBL] [Abstract][Full Text] [Related]
20. Out-of-Distribution Detection of Human Activity Recognition with Smartwatch Inertial Sensors.
Boyer P; Burns D; Whyne C
Sensors (Basel); 2021 Mar; 21(5):. PubMed ID: 33804317
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
