Results 121 to 130 of about 3,934 (193)

Single station seismic observations enable high resolution localization of tectonic tremor sources using a vision transformer. [PDF]

Sci Rep
Sugii A, Hiramatsu Y.
europepmc   +1 more source

Uncertainty-aware genomic deep learning with knowledge distillation. [PDF]

NPJ Artif Intell
Zhou J, Rizzo K, Christensen T, Tang Z, Koo PK.   +4 more
europepmc   +1 more source

Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation

Despite the remarkable progress in generative modelling, current diffusion models lack a quantitative approach to assess image quality. To address this limitation, we propose to estimate the pixel-wise aleatoric uncertainty during the sampling phase of ...
De Vita, Michele, Belagiannis, Vasileios
core  

NbBayesLM: bayesian prediction of nanobody thermostability using protein language model. [PDF]

Front Bioinform
Shishir FS, Rudro R, Sarker B, Zhong C, Shomaji S.   +4 more
europepmc   +1 more source

Reducing Aleatoric and Epistemic Uncertainty through Multi-modal Data Acquisition

To generate accurate and reliable predictions, modern AI systems need to combine data from multiple modalities, such as text, images, audio, spreadsheets, and time series.
Quost, Benjamin, Destercke, Sébastien, Waegeman, Willem, Hoarau, Arthur   +3 more
core  

An uncertainty-aware vision transformer-BiLSTM Bayesian framework for reliable clinical decision support using chest X-rays. [PDF]

Sci Rep
Al-Duais FS, Almenwer S, Alanazi A, Elebeed RAE.   +3 more
europepmc   +1 more source

A Metric-Driven Evaluation Framework for Remaining Useful Life Prognosis with Quantified Uncertainty. [PDF]

Sensors (Basel)
Vashishtha G, Chauhan S, Ertarğın M.
europepmc   +1 more source

Performance of a GPU- and time-efficient pseudo-3D network for magnetic resonance image super-resolution and motion artifact reduction. [PDF]

Sci Rep
Li H, Liu J, Schell M, Huang T, Lauer A, Schregel K, Jesser J, Vollherbst DF, Bendszus M, Heiland S, Hilgenfeld T.   +10 more
europepmc   +1 more source

Temporal speckle enables probabilistic weights for uncertainty-aware photonic AI

Pernice W, Brückerhoff-Plückelmann F, Borras H, Hulyal SU, Meyer L, Ji X, Hu J, Sun J, Klein B, Ebert F, Dijkstra J, McRae L, Schmidt P, Kippenberg T, Fröning H.   +14 more
europepmc   +1 more source

Validation of conformal prediction in cervical atypia classification. [PDF]

Sci Rep
Hagos MT, Suutala A, Bychkov D, Kücükel H, von Bahr J, Poceviciute M, Lundin J, Linder N, Lundström C.   +8 more
europepmc   +1 more source