Abstract: In this article, we propose a feature distillation-based uniformity few-shot domain adaptation (FUFD), for cross-domain fault diagnosis with sample shortage. To address the the few-shot ...
As a result, AI became a central driver of internet traffic in 2025. As Cloudflare CEO and co-founder Matthew Prince said in a statement, "The internet isn't just changing, it's being fundamentally ...
Objective: This study aimed to determine optimal sample sizes and the relationships between sample size and dataset-level characteristics over a variety of binary classification algorithms. Methods: A ...
Abstract: The existence of noisy labels in real-world data negatively impacts the performance of deep learning models. Although much research effort has been devoted to improving the robustness ...
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