Flow Matching (FM) has emerged as a powerful paradigm for speech generation but remains constrained by high inference latency and timbre leakage. To address these bottlenecks, we propose a unified guidance framework that enhances generation efficiency and robustness through two c…
In recent years, target inspection has found extensive utilization within the industry, making it crucial to detect defects in industrial products to ensure quality. To address the challenges posed by large brightness differences, attached dirt, and complex backgrounds in saggers…
TL;DR: Clinical nurses' GenAI learning needs are currently oriented toward practical, application-focused skills, and curriculum development may benefit from a phased approach that prioritizes high-impact practical skills while progressively incorporating foundational, ethical, and advanced competencies.
BACKGROUND Generative artificial intelligence (GenAI) is increasingly influencing nursing practice and education, yet a gap remains between technological advances and clinical nurses' competencies. Research from nurses' perspectives that systematically differentiates and prioriti…