AIÃå»ç¨ç»åã®ç¾ç¶ã¨å¯è½æ§_2020å¹´ä¸åæç/AIÃmedical imaging in japan (first half of 2020)
ä¸çã®ã«ã¼ã«ãæ ¹æ¬çã«å¤ãã£ã¦ãã¾ã⦠ããããå±éã¯ããã³ã¬ãæ ç»ã§ã¯ããèµ·ããããããç¾å®ã§ãèµ·ãããã ã ãã¨æ°æ¥ï¼ããæ°é±éï¼ã§ããããã¬ãã«ã®ç»åçæAIãããä¸çä¸ã«ããªã¼ã§é å¸ãããã ã¤ã©ã¹ãããã³ã¬ã¯ããã3D CGã建ç¯ãåç»ãæ åâ¦æã¦ã¯ãã§ã¤ã¯ãã¥ã¼ã¹ãããã«ãã¾ã§â¦ããããåµä½ã«æºããå ¨ã¦ã®äººãå·»ãè¾¼ããæ´å²çãªè»¢æç¹ã訪ãããã¨ãã¦ããã åãçã«ã¯ãæªéã®å®ãã¡ã«ã«ãªã§è²·ããããã«ãªãã念è½åãã¬ã¼ãã³ã°åç»ãYoutubeã«ã¢ãããããããããããã¤ããã ã¡ã«ã«ãªã§æªéã®å®ãè²·ããä¸çã§ã¯ã誰ããè½åè ï¼ä¸æµã¨ã¯éããªãï¼ã«ãªããããããªã漫ç»ãã²ã¼ã ã®ã©ã¹ãã¹ãèªããããªã¦ã¼ããã¢ãããã¨æ°æ¥ã§ç¾å®ã«ãªã£ã¦ãã¾ããããããªãã Stable Diffusionã§åºåãããã¯ã¼ãã®çæ§Stable Diffusionã§åºåããããããã®ã¹ã¿ã㣠Stabl
3ã¤ã®è¦ç¹ âï¸Â ç»ååé¡ã¿ã¹ã¯ã«å¿ è¦ä¸å¯æ¬ ãªData Augmentationã®ä½ç³»ãã¾ã¨ãã âï¸Â åºæ¬çãªData Augmentationã«ã¤ãã¦ææ³ã¨å©ç¹/æ¬ ç¹ãã¾ã¨ãã âï¸ åºæ¬çãªDAã¯å®è£ ãç°¡åãªä¸ã«çµ¶å¤§ãªå¹æãçºæ®ãã A survey on Image Data Augmentation for Deep Learning written by Connor Shorten, Taghi M. Khoshgoftaar (Submitted on  06 July 2019) Comments: Published by Journal of Big Data Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Proc
3ã¤ã®è¦ç¹ âï¸ ã©ã³ãã ã«Data Augmentationã®ææ³ãé¸æããRandAugmentãææ¡ âï¸ å¾æ¥ã®AutoAugmentã¨æ¯ã¹æ¢ç´¢ç©ºéã$10^{-30}$ã«ãåæ¸ãè¨ç®éãæ¿æ¸ããããã¨ã§å®è·µã§ä½¿ããããã«ããã ãã§ãªããCIFAR-10/100ãImageNet, COCOãªã©ã®ãã¼ã¿ã»ããã«ããã¦æç¨æ§ã確èªã§ãã âï¸ ImageNetã®SoTAã§ããNoisyStudentã«ã使ããã¦ãããé¢æ°ã¯2è¡ã§å®è£ ã§ããããèªè ã®æ¹ã容æã«ä½¿ããã¨ãã§ããã RandAugment: Practical automated data augmentation with a reduced search space written by Ekin D. Cubuk, Barret Zoph, Jonathon Shlens, Quoc V. Le (Submitted
3ã¤ã®è¦ç¹ âï¸ ä½è§£åããé«è§£åã¸å¤æ âï¸ æéçã«ä¸è²«ãããã¬ã¼ã ãçæããããã«åæ¹åæ失é¢æ°ãæ¡ç¨ âï¸ è¶ è§£å度ã¸å¤æããTecoGANãææ¡ Learning Temporal Coherence via Self-Supervision for GAN-based Video Generation Temporally Coherent GANs for Video Super-Resolution (TecoGAN) written by Mengyu Chu, You Xie, Jonas Mayer, Laura Leal-Taixé, Nils Thuerey (Submitted on 23 Nov 2018 (v1), last revised 21 May 2020 (this version, v4)) Comments: Published by arXi
ã©ã³ãã³ã°
ã©ã³ãã³ã°
ã©ã³ãã³ã°
ãªãªã¼ã¹ãé害æ å ±ãªã©ã®ãµã¼ãã¹ã®ãç¥ãã
ææ°ã®äººæ°ã¨ã³ããªã¼ã®é ä¿¡
å¦çãå®è¡ä¸ã§ã
j次ã®ããã¯ãã¼ã¯
kåã®ããã¯ãã¼ã¯
lãã¨ã§èªã
eã³ã¡ã³ãä¸è¦§ãéã
oãã¼ã¸ãéã
{{#tags}}- {{label}}
{{/tags}}