2024年12月，“春节——中国人庆祝传统新年的社会实践”列入联合国教科文组织人类非物质文化遗产代表作名录。“春节已成为世界共享的文化瑰宝。”马亚茨基表示，许多国家和地区将春节作为法定节假日，全球约1/5的人口以不同形式庆祝春节，充分体现了中国文化的影响力和感召力，反映了各国人民对和平和谐、美好幸福生活的共同追求。从东方到西方、从北半球到南半球，春节的吸引力跨越地理界限，不断增进各国民众相互理解，有力促进世界文明交流交往交融。
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GlyphNet’s own results support this: their best CNN (VGG16 fine-tuned on rendered glyphs) achieved 63-67% accuracy on domain-level binary classification. Learned features do not dramatically outperform structural similarity for glyph comparison, and they introduce model versioning concerns and training corpus dependencies. For a dataset intended to feed into security policy, determinism and auditability matter more than marginal accuracy gains.
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