๋ณธ๋ฌธ์œผ๋กœ ๊ฑด๋„ˆ๋›ฐ๊ธฐ

Topic: #deep-learning

A collection of 3 posts about deep-learning.

ECE5992 ๊ฐ•์˜์ž๋ฃŒ 15์ชฝ์„ ํŽ˜์ด์ง€ยท๋ฌธ๋‹จยทํ‘œยท๊ทธ๋ฆผยท์ˆ˜์‹ยท์†๊ธ€์”จ ์›์žฅ์œผ๋กœ ์™„์ „ ์ถ”์ ํ•˜๋ฉฐ, ํผ์…‰ํŠธ๋ก  ํ•™์Šต, XOR, MLP ์ˆœ์ „ํŒŒ, DropOutยทDropConnect, 1Dยท2D ์ปจ๋ณผ๋ฃจ์…˜, ๊ฒฝ๊ณ„์กฐ๊ฑด, patch ํ–‰๋ ฌํ™”์™€ PyTorch ๋ชจ๋“ˆ์„ 2026๋…„ ์—ฐ๊ตฌ๊นŒ์ง€ ์—ฐ๊ฒฐํ•œ๋‹ค.

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36 min read
#deep-learning#perceptron#multilayer-perceptron
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ECE5992 ํ˜„๋Œ€ ์ธ๊ณต์ง€๋Šฅ 1์žฅ ํ†ตํ•ฉ ํ•™์Šต๋…ธํŠธ. AIยทMLยทDL, ์˜์ƒ์ฒ˜๋ฆฌ, ์„ ํ˜•๋Œ€์ˆ˜, ํผ์…‰ํŠธ๋ก , ์ปจ๋ณผ๋ฃจ์…˜, ํ™•๋ฅ ๋ณ€์ˆ˜ยท๊ฐ€์šฐ์‹œ์•ˆยทWSS, ์†์‹คํ•จ์ˆ˜์™€ ๊ฒฝ์‚ฌํ•˜๊ฐ•๋ฒ•์„ ๋‘ ๊ฐ•์˜์ž๋ฃŒ์˜ ์ˆ˜์‹๊ณผ ํ•จ๊ป˜ ๋น ์ง์—†์ด ์žฌ๊ตฌ์„ฑํ•œ๋‹ค.

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27 min read
#artificial-intelligence#linear-algebra#probability
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Computer Vision๊ณผ ๋”ฅ๋Ÿฌ๋‹์˜ ํ•ต์‹ฌ ๊ฐœ๋…, ๋ชจ๋ธ, ํ•™์ˆ  ์ž๋ฃŒ๋ฅผ ์ •๋ฆฌํ•œ ์—ฐ๊ตฌ ๋…ธํŠธ์ž…๋‹ˆ๋‹ค.

14 min read
#computer-vision#deep-learning#transformer
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