https://www.brightsurf.com/news/8OMPJQ31/overcoming-data-scarcity-with-physics-for-automatic-visual-inspection-of-complex-surfaces.html
Overcoming data scarcity with physics for automatic visual inspection of complex surfaces |...
A new method generates physically synthesized data for defect segmentation, outperforming data-driven methods due to its ability to capture geometric...
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https://udspace.udel.edu/items/7b56d1ae-acb9-4246-8e31-79312fb126f7
Improving learning under data scarcity constraints: application in brain MRI, sonar, and natural...
Lack of data significantly hampers machine learning approaches in domains with limited data. This shortage impedes the effective use of deep learning models,...
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https://pure.bit.edu.cn/zh/publications/overcoming-data-scarcity-in-maritime-radar-target-detection-via-a-2/
Overcoming Data Scarcity in Maritime Radar Target Detection via a Complex-Valued Hybrid...
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https://jneonatalsurg.com/index.php/jns/article/view/6154
A Latent Diffuse Model for Synthetic Histopathology in Rare Cancers: Tackling Data Scarcity for AI...
Journal of Neonatal Surgery is a peer-reviewed and open-access electronic journal. Only a few journals are being published on Neonatal Surgery especially from...
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https://researchinnovation.kingston.ac.uk/en/publications/fall-detection-without-people-a-simulation-approach-tackling-vide-2/
Fall detection without people: a simulation approach tackling video data scarcity - Kingston...
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https://blogs.worldbank.org/en/opendata/measuring-poverty-refugees-can-cross-survey-imputation-methods-substitute-data-scarcity
Measuring poverty of refugees: Can cross-survey imputation methods substitute for data scarcity?
In a world increasingly characterized by mass data generated by the growth of global connectivity and social media, information on the poor and mobile...
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https://wonderfulengineering.com/tag/data-scarcity/
data scarcity Archives - Wonderful Engineering
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https://dspace-cris.utar.edu.my/entities/publication/d2833bf8-c101-4c46-b600-83ca0b0a6fb5
Artificial Intelligence Generated Synthetic Datasets as the Remedy for Data Scarcity in Water...
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https://art.torvergata.it/handle/2108/447024
Symbolic dynamics for disruption prediction in case of data scarcity and diagnostic limitations
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https://uwaterloo.ca/applied-mathematics/events/applied-math-colloquium-amine-aboussalah-data-scarcity
Applied Math Colloquium | Amine Aboussalah, From Data Scarcity to Decision Resilience: A Principled...
Applied Math Colloquium | Amine Aboussalah, From Data Scarcity to Decision Resilience: A Principled Framework for Generative Modeling
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https://aclanthology.org/2025.finnlp-1.16/
Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers...
Yuxiang Wang, Yuchi Wang, Yi Liu, Ruihan Bao, Keiko Harimoto, Xu Sun. Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language...
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https://www.easychair.org/publications/keyword/RFj8
Keyword: data scarcity
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https://scipapermill.com/2025/08/03/semi-supervised-learning-navigating-the-data-scarcity-frontier-aug-3-2025/
Semi-Supervised Learning: Navigating the Data Scarcity Frontier -- Aug. 3, 2025
Aug 3, 2025 - Explore the latest breakthroughs in semi-supervised learning, focusing on innovations in pseudo-labeling, consistency regularization, and their impact across...
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https://researchers.kean.edu/en/publications/the-future-of-artificial-intelligence-in-the-face-of-data-scarcit/
The Future of Artificial Intelligence in the Face of Data Scarcity - Kean University
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https://www.iahr.org/library/infor?pid=37850
Hydraulic Characterization of Sedimentary Aquifer Systems with Data Scarcity: A Case Study of the...
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https://portal.fis.tum.de/en/publications/data-scarcity-methods-to-improve-the-quality-of-text-classificati/
Data scarcity: Methods to improve the quality of text classification - Technical University of...
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https://publikationen.bibliothek.kit.edu/1000146367
Tackling Data Scarcity in Speech Translation Using Zero-Shot M...
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