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์š”์ฆ˜ diffusion model ๊ธฐ๋ฐ˜์˜ text-to-image generation ๋ชจ๋ธ์ด ํฅํ•˜๋ฉด์„œ ๋งŽ์€ ์ฃผ๋ชฉ์„ ๋ฐ›๋Š” ๊ฒƒ ๊ฐ™์Šต๋‹ˆ๋‹ค.

๋ถˆ๊ณผ ๋ช‡ ๊ฐœ์›” ์ „๋งŒ ํ•ด๋„ diffusion model์˜ survey ๋…ผ๋ฌธ์€ ์ฐพ์•„๋ดค์„๋•Œ ์—†์—ˆ๋Š”๋ฐ ์ด ๋…ผ๋ฌธ์ด diffusion model์˜ survey๋กœ๋Š” ์ตœ์ดˆ๊ฐ€ ์•„๋‹๊นŒ ์‹ถ์Šต๋‹ˆ๋‹ค.


DALL-E 2๋‚˜ stable diffusion๊ณผ ๊ฐ™์€ ๋ชจ๋ธ์— ๊ด€์‹ฌ์ด ๋งŽ์œผ์‹  ๋ถ„์€ ์ฝ์–ด๋ณด์‹œ๋Š” ๊ฒƒ์„ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค.


๋…ผ๋ฌธ ์ œ๋ชฉ: DIFFUSION MODELS: A COMPREHENSIVE SURVEY OFย METHODS AND APPLICATIONS

ArXiv: https://arxiv.org/pdf/2209.00796v3.pdf