ãŸã£ãŸ2è¡Œã§ç”»åƒèªè˜ãƒ¢ãƒ‡ãƒ«ã®ç²¾åº¦å‘上ï¼ï¼Ÿæ–°ã—ã„DataAugmentation自動最é©åŒ–手法「RandAugmentã€è§£èª¬ï¼3ã¤ã®è¦ç‚¹ âœ”ï¸ ãƒ©ãƒ³ãƒ€ãƒ ã«Data Augmentationã®æ‰‹æ³•ã‚’é¸æŠžã™ã‚‹RandAugmentã‚’æ案 âœ”ï¸ å¾“æ¥ã®AutoAugmentã¨æ¯”ã¹æŽ¢ç´¢ç©ºé–“ã‚’$10^{-30}$ã«ã‚‚削減ã—計算é‡ã‚’激減ã•ã›ãŸã“ã¨ã§å®Ÿè·µã§ä½¿ãˆã‚‹ã‚ˆã†ã«ã—ãŸã ã‘ã§ãªãã€CIFAR-10/100ã‚„ImageNet, COCOãªã©ã®ãƒ‡ãƒ¼ã‚¿ã‚»ãƒƒãƒˆã«ãŠã„ã¦æœ‰ç”¨æ€§ãŒç¢ºèªã§ããŸ âœ”ï¸ ImageNetã®SoTAã§ã‚ã‚‹NoisyStudentã«ã‚‚使ã‚ã‚Œã¦ãŠã‚Šã€é–¢æ•°ã¯2è¡Œã§å®Ÿè£…ã§ãã‚‹ãŸã‚èªè€…ã®æ–¹ã‚‚容易ã«ä½¿ã†ã“ã¨ãŒã§ãる。 RandAugment: Practical automated data augmentation with a reduced search space written by Ekin D. Cubuk, Barret Zoph, Jonathon Shlens, Quoc V. Le (Submitted
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