å®è£ ã³ã¼ãå ¨ä½ã¯ãã¡ã DOC å®è£ ã¯ãã¡ããåèã«ãã¦ãã ããã L2-Softmax-Loss ç°å¸¸æ¤ç¥ã§ã¯ããã¾ãããããã¡ãã§å®è£ ãã¦ãã¾ãã ArcFace å®è£ ã¯ããã¡ããåèã«ï¼ã»ã¨ãã©ã³ãã¼ï¼ããã¦ããã ãã¾ããã çµæ Fashion MNISTã®çµæ L2-SoftmaxLossã¨ArcFaceãè¯ãã¹ã³ã¢ã示ãã¾ããã ãã¯ããè·é¢å¦ç¿ã«ããç°å¸¸æ¤ç¥ã¯æ§è½ãè¯ãããã§ãã ä¸å¤®å¤ãéãªã£ã¦è¦ã¥ããã§ãããDOCã¨ã®å·®ã¯ä¸å¤®å¤ã§0.05ãã¤ã³ã ï¼å ¨ä½ã®ç²¾åº¦ã¯10%ãããï¼ï¼ã®å·®ãåºã¦ãã¾ãã L2-SoftmaxLossã¯ã以åã®çµæã¨é£ãéã£ã¦ãã¾ããã以å㯠ãã¼ã¿æ°ãå°ãªããæé©åææ³ã®lrãéãå¤ã§ããã cifar-10ã®çµæ ãã¡ãããL2-SoftmaxLossã¨ArcFaceãè¯ãã¹ã³ã¢ã«ãªãã¾ããã DOCã¨ã®å·®ã¯ããã«å¤§ãããªã£ã¦ãã¾ãã met

{{#tags}}- {{label}}
{{/tags}}