Results 31 to 40 of about 6,758,662 (333)
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model [PDF]
AAAI Conference on Artificial Intelligence, 2022 It is known that neural networks have the problem of being over-confident when directly using the output label distribution to generate uncertainty measures.
Maohao Shen +5 more
semanticscholar +1 more source
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty [PDF]
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)We propose a post-hoc, computationally lightweight method to quantify predictive uncertainty in semantic image segmentation. Our approach uses conformal prediction to generate statistically valid prediction sets that are guaranteed to include the ground ...
Luca Mossina +2 more
semanticscholar +1 more source
Ad hoc, post hoc and intrinsic-hoc in bioinformatics. [PDF]
Nat BiotechnolMa Q, Cheng H, Jiang Y, Ma A, Xu D.
europepmc +2 more sources
Token Transformation Matters: Towards Faithful Post-Hoc Explanation for Vision Transformer [PDF]
Computer Vision and Pattern RecognitionWhile Transformers have rapidly gained popularity in various computer vision applications, post-hoc explanations of their internal mechanisms remain largely unexplored.
Junyi Wu +4 more
semanticscholar +1 more source
Statistics Corner: PostHoc Tests [PDF]
Journal of Postgraduate Medicine, Education and ResearchMost researchers apply post hoc tests to pairwise compare groups after finding significant differences between groups using analysis of variance (ANOVA).
Kamal Kishore +2 more
doaj +1 more source
Journal of Bone and Mineral Research, 2022 It is uncertain whether the risk of vertebral fracture (VF) and multiple vertebral fractures (MVFs; ≥2 VFs) after denosumab (DMAb) discontinuation is related to treatment duration.
F. Cosman +3 more
semanticscholar +1 more source
Myocardial Infarction Following COVID-19 Vaccine Administration: Post Hoc, Ergo Propter Hoc?
Viruses, 2022 Vaccination against coronavirus disease 2019 (COVID-19) is the safest and most effective strategy for controlling the pandemic. However, some cases of acute cardiac events following vaccine administration have been reported, including myocarditis and ...
Arianna Baronti +13 more
doaj +1 more source
Fracture Resistance of Compromised Endodontically Treated Teeth Restored with Bonded Post and Cores: An in Vitro Study [PDF]
, 2015 Statement of problem: It is unclear which post and core system performs best when bonded to severely compromised endodontically treated teeth. Purpose: The purpose of this study was to investigate the fracture resistance and mode of failure of severely ...
Kontogiorgos, Elias D. +2 more
core +2 more sources
Neural OCR Post-Hoc Correction of Historical Corpora
Transactions of the Association for Computational Linguistics, 2021 Optical character recognition (OCR) is crucial for a deeper access to historical collections. OCR needs to account for orthographic variations, typefaces, or language evolution (i.e., new letters, word spellings), as the main source of character, word ...
Lijun Lyu +3 more
doaj +1 more source
, 2020 It is often observed that the probabilistic predictions given by a machine learning model can disagree with averaged actual outcomes on specific subsets of data, which is also known as the issue of miscalibration.
Ao, Xiang +6 more
core +1 more source