Variational Autoencoderã§ã‚¢ãƒ«ãƒãƒ ジャケットã®ç”Ÿæˆ - Use At Your Own RiskVariational Autoencoder ã“ã®è«–æ–‡ã«è©³ã—ãã¯è¨˜è¼‰ã•ã‚Œã¦ã„ã¾ã™ã€‚ Semi Supervised Learning with Deep Generative Models ç°¡å˜ã«è¨€ã†ã¨ã€å…¥åŠ›ã®å¤‰æ•°ã‚’潜在変数ã«è½ã¨ã—ã¦Autoencoder。 ラベルもå«ã‚ãŸç”Ÿæˆãƒ¢ãƒ‡ãƒ«ã¨ã™ã‚‹ã“ã¨ã§æ•™å¸«ãƒ‡ãƒ¼ã‚¿ã‚’生æˆã™ã‚‹ã“ã¨ãŒã§ãã€åŠæ•™å¸«ã‚ã‚Šå¦ç¿’ã«å¿œç”¨ã—ãŸã¨ã“ã‚ã€å°‘ãªã„教師データã§ãã‚Œãªã‚Šã®çµæžœãŒã§ãŸã¨ã®ã“ã¨ã€‚ é¢ç™½ã„ã®ã¯å¦ç¿’ã—ãŸãƒ¢ãƒ‡ãƒ«ã«å¯¾ã—ã¦ã€ä»»æ„ã®æ½œåœ¨å¤‰æ•°ã‚’入力ã™ã‚‹ã“ã¨ã§XãŒç”Ÿæˆã§ãã‚‹ã¨ã“ã‚。 çµæžœãŒé¢ç™½ã„ãŸã‚ã€è‰²ã‚“ãªäººãŒç´¹ä»‹ã—ã¦ãã‚Œã¦ã¾ã™ã€‚ 論文紹介 Semi-supervised Learning with Deep Generative Models from Seiya Tokui www.slideshare.net http://deeplearning.jp/wp-conte
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