Few-shot vision recognition and generation for the open-world

• 主要作者: Song, Nan
• 其他作者: Lin Guosheng
• 格式: Thesis-Doctor of Philosophy
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Few-shot learning
• 在線閱讀: https://hdl.handle.net/10356/181293
• 機構: Nanyang Technological University

Deep Neural Networks (DNNs) have achieved remarkable success across various computer vision tasks, but their reliance on extensive labeled datasets limits their applicability in data-scarce scenarios. Few-shot learning offers a promising solution by enabling models to learn from minimal data, yet tr...