Original Research
Published on 11 Feb 2020
On Robustness of Neural Architecture Search Under Label Noise
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2020.00002
- 6,778 views
- 8 citations
11 articles related to "Label Noise"
Articles
Original Research
Published on 06 May 2020
Effects of Label Noise on Deep Learning-Based Skin Cancer Classification
in Dermatology
Frontiers in Medicine
doi 10.3389/fmed.2020.00177
- 9,589 views
- 60 citations
Brief Research Report
Published on 10 Jan 2023
Uncertainty is not sufficient for identifying noisy labels in training data for binary segmentation of building footprints
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2022.1100012
- 3,211 views
- 2 citations
Original Research
Published on 06 Jul 2022
Impact of Training Set Size on the Ability of Deep Neural Networks to Deal with Omission Noise
in Image Analysis and Classification
Frontiers in Remote Sensing
doi 10.3389/frsen.2022.932431
- 5,708 views
- 22 citations
Original Research
Published on 28 Jul 2023
Sensor data reduction with novel local neighborhood information granularity and rough set approach
in Optics and Photonics
Frontiers in Physics
doi 10.3389/fphy.2023.1240555
- 1,869 views
Original Research
Published on 06 Jul 2022
Meta-Learning for Decoding Neural Activity Data With Noisy Labels
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2022.913617
- 3,719 views
- 3 citations
Original Research
Accepted on 29 Jan 2026
Few-Shot Annotation Correction for Lightweight Retinal Vessel Image Segmentation
in Ophthalmology
Frontiers in Medicine
- 126 views
Original Research
Published on 29 Aug 2022
How to learn with intentional mistakes: NoisyEnsembles to overcome poor tissue quality for deep learning in computational pathology
in Pathology
Frontiers in Medicine
doi 10.3389/fmed.2022.959068
- 3,964 views
- 9 citations
Brief Research Report
Published on 22 Aug 2025
Robust fault detection in electrochemical energy storage systems under label noise: applications to lithium-ion batteries and transformer windings
in Electrochemical Energy Storage
Frontiers in Energy Research
doi 10.3389/fenrg.2025.1647197
- 1,417 views
Original Research
Published on 13 Aug 2025
Automated road surface classification in OpenStreetMap using MaskCNN and aerial imagery
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1657320
- 3,024 views
- 1 citation
Original Research
Published on 24 Sep 2025
Enhanced-RICAP: a novel data augmentation strategy for improved deep learning-based plant disease identification and mobile diagnosis
in Technical Advances in Plant Science
Frontiers in Plant Science
doi 10.3389/fpls.2025.1646611
- 2,858 views
- 2 citations