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[Olewave's Review] CLIP (3/3): Learning Transferable Visual Models From Natural Language Supervision
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[Olewave์˜ ๋ฆฌ๋ทฐ] CLIP(3/3): ์ž์—ฐ์–ด ๊ฐ๋…์—์„œ ์ „์†ก ๊ฐ€๋Šฅํ•œ ์‹œ๊ฐ์  ๋ชจ๋ธ ํ•™์Šต

์ด CLIP ๊ฒ€ํ† ์˜ ๋งˆ์ง€๋ง‰ ๋ถ€๋ถ„์€ ๊ฒฐ๊ณผ ์„น์…˜์— ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์„œ OpenAI์˜ ๋Œ€์กฐ ์ด๋ฏธ์ง€-ํ…์ŠคํŠธ ๋ชจ๋ธ์€ ํฅ๋ฏธ๋กœ์šด ์•„์ด๋””์–ด์—์„œ ์ „์ฒด ๋‹ค์ค‘ ๋ชจ๋“œ ์Šคํƒ์— ๋Œ€ํ•œ ๊ธฐ์ดˆ ๋ ˆ์ด์–ด ๊ธฐ๋ณธ ์š”์†Œ๋กœ ์ „ํ™˜๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

1์›” 14, 2023ยท 1 min read
[Olewave's Review] CLIP (2/3): Learning Transferable Visual Models From Natural Language Supervision
Tutorials

[Olewave์˜ ๋ฆฌ๋ทฐ] CLIP(2/3): ์ž์—ฐ์–ด ๊ฐ๋…์—์„œ ์ „์†ก ๊ฐ€๋Šฅํ•œ ์‹œ๊ฐ์  ๋ชจ๋ธ ํ•™์Šต

OpenAI์˜ CLIP์€ ๊ณ ์ •๋œ ๋ ˆ์ด๋ธ” ์„ธํŠธ๋ฅผ ๋ฒ„๋ฆฌ๊ณ  ๋Œ€์‹  ์ธํ„ฐ๋„ท์—์„œ ์Šคํฌ๋žฉํ•œ 4์–ต ๊ฐœ์˜(์ด๋ฏธ์ง€, ํ…์ŠคํŠธ) ์Œ์„ ํ•™์Šตํ•˜์—ฌ ์ปดํ“จํ„ฐ ๋น„์ „์˜ ์Šคํฌ๋ฆฝํŠธ๋ฅผ ๋’ค์ง‘์—ˆ์Šต๋‹ˆ๋‹ค.

1์›” 1, 2023ยท 1 min read
[Olewave's Review] CLIP (1/3): Learning Transferable Visual Models From Natural Language Supervision
Tutorials

[Olewave์˜ ๋ฆฌ๋ทฐ] CLIP(1/3): ์ž์—ฐ์–ด ๊ฐ๋…์—์„œ ์ „์†ก ๊ฐ€๋Šฅํ•œ ์‹œ๊ฐ์  ๋ชจ๋ธ ํ•™์Šต

BLIP, LLaVA ๋˜๋Š” ๊ทธ๋งŒํ•œ ๊ฐ€์น˜๊ฐ€ ์žˆ๋Š” ์—ฐ์„ค(LLM)์ด ์žˆ๊ธฐ ์ „์— CLIP์ด ์žˆ์—ˆ๊ณ  ์ด๊ฒƒ์ด ์ด์•ผ๊ธฐ๊ฐ€ ์‹œ์ž‘๋˜๋Š” ๊ณณ์ž…๋‹ˆ๋‹ค.

12์›” 17, 2022ยท 1 min read
[Long Review] Cascaded Diffusion Models for High Fidelity Image Generation
Tutorials

[Long Review] ๊ณ ์ถฉ์‹ค๋„ ์ด๋ฏธ์ง€ ์ƒ์„ฑ์„ ์œ„ํ•œ ๊ณ„๋‹จ์‹ ํ™•์‚ฐ ๋ชจ๋ธ

Imagen๊ณผ DALL-E 2๊ฐ€ ํ™•์‚ฐ์„ ์ƒ์„ฑ ์ด๋ฏธ์ง€์˜ ๊ธฐ๋ณธ๊ฐ’์œผ๋กœ ์„ค์ •ํ•˜๊ธฐ ์ „์— ์ด Google Brain ๋…ผ๋ฌธ์€ ์ดํ›„์˜ ๋งŽ์€ ํ…์ŠคํŠธ-์ด๋ฏธ์ง€ ์‹œ์Šคํ…œ์—์„œ ์กฐ์šฉํžˆ ์ฐจ์šฉํ•œ ๊ณ„๋‹จ์‹ ํ™•์‚ฐ ๋ฐฉ๋ฒ•์„ ์ œ์‹œํ–ˆ์Šต๋‹ˆ๋‹ค.

6์›” 4, 2022ยท 1 min read
[Short Review] Cascaded Diffusion Models for High Fidelity Image Generation
Tutorials

[๊ฐ„๋‹จํ•œ ๋ฆฌ๋ทฐ] ๊ณ ์ถฉ์‹ค๋„ ์ด๋ฏธ์ง€ ์ƒ์„ฑ์„ ์œ„ํ•œ ๊ณ„๋‹จ์‹ ํ™•์‚ฐ ๋ชจ๋ธ

๊ณ„๋‹จ์‹ ํ™•์‚ฐ์€ ๋งŽ์€ ํ˜„๋Œ€ ์ƒ์„ฑ ์ž‘์—…์˜ 2๋‹จ๊ณ„ ์ถ”๊ฐ€ ๋ฐฉ๋ฒ•์ž…๋‹ˆ๋‹ค. ํ•˜๋‚˜์˜ ํ™•์‚ฐ ๋ชจ๋ธ๋กœ ์ž‘์€ ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•œ ๋‹ค์Œ ๊ณ ์ฃผํŒŒ ์„ธ๋ถ€ ์ •๋ณด๋ฅผ ์ถ”๊ฐ€ํ•˜๋Š” ์ดˆํ•ด์ƒ๋„ ํ™•์‚ฐ ๋ชจ๋ธ์— ์ „๋‹ฌํ•ฉ๋‹ˆ๋‹ค.

6์›” 4, 2022ยท 1 min read