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Deliberation in Latent Space via Differentiable Cache Augmentation
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Google DeepMind
๋Œ€๊ทœ๋ชจ ์–ธ์–ด ๋ชจ๋ธ์˜ ์ถ”๋ก  ์„ฑ๋Šฅ์„ ํ–ฅ์ƒ์‹œํ‚ค๋Š” ์ƒˆ๋กœ์šด ๋ฐฉ๋ฒ•์ธ โ€˜์ฐจ๋ณ„ ๊ฐ€๋Šฅํ•œ ์บ์‹œ ์ฆ๊ฐ•โ€™ ๊ธฐ๋ฒ• ์ œ์‹œ!
Revisiting In-Context Learning with Long Context Language Models
ยท3818 wordsยท18 minsยท loading ยท loading
AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Google DeepMind
์žฅ๋ฌธ ์ปจํ…์ŠคํŠธ ์–ธ์–ด ๋ชจ๋ธ์—์„œ ์ •๊ตํ•œ ์ƒ˜ํ”Œ ์„ ํƒ ์ „๋žต๋ณด๋‹ค ๋ฌด์ž‘์œ„ ์ƒ˜ํ”Œ๋ง์ด ICL ์„ฑ๋Šฅ ํ–ฅ์ƒ์— ๋” ํšจ๊ณผ์ ์ด๋ฉฐ, ๋ฐ์ดํ„ฐ ์ฆ๊ฐ•์„ ํ†ตํ•ด ์ €์ž์› ์ž‘์—… ์„ฑ๋Šฅ์„ 5% ํ–ฅ์ƒ์‹œ์ผฐ๋‹ค๋Š” ๋†€๋ผ์šด ์—ฐ๊ตฌ ๊ฒฐ๊ณผ๋ฅผ ๋ฐœํ‘œ!
LearnLM: Improving Gemini for Learning
ยท3761 wordsยท18 minsยท loading ยท loading
AI Generated ๐Ÿค— Daily Papers AI Applications Education ๐Ÿข Google DeepMind
LearnLM์€ ๊ต์œก์  ๋งฅ๋ฝ์—์„œ ์ƒ์„ฑํ˜• AI์˜ ํŽ˜๋‹ค๊ณ ์ง€(Pedagogy)๋ฅผ ํ–ฅ์ƒ์‹œํ‚จ ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค. ๊ต์‚ฌ๋‚˜ ๊ฐœ๋ฐœ์ž๊ฐ€ ์›ํ•˜๋Š” ํŽ˜๋‹ค๊ณ ์ง€์  ํŠน์„ฑ์„ ๋ชจ๋ธ์— ์ฃผ์ž…ํ•˜๋Š” ์ƒˆ๋กœ์šด ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ํ†ตํ•ด ๊ธฐ์กด ๋ชจ๋ธ๋ณด๋‹ค ํ•™์Šต ํšจ๊ณผ๋ฅผ 31% ํ–ฅ์ƒ์‹œ์ผฐ์Šต๋‹ˆ๋‹ค.
DynamicScaler: Seamless and Scalable Video Generation for Panoramic Scenes
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AI Generated ๐Ÿค— Daily Papers Computer Vision Image Generation ๐Ÿข Google DeepMind
DynamicScaler๋Š” ํ…์ŠคํŠธ๋‚˜ ์ด๋ฏธ์ง€์—์„œ ๊ธด ๋Š๊น€ ์—†๋Š” ํŒŒ๋…ธ๋ผ๋งˆ ๋น„๋””์˜ค๋ฅผ ์ƒ์„ฑํ•˜๋ฉฐ, ํ•ด์ƒ๋„์™€ ์ข…ํšก๋น„์— ๊ด€๊ณ„์—†์ด ์ผ๊ด€๋œ ์›€์ง์ž„์„ ์œ ์ง€ํ•ฉ๋‹ˆ๋‹ค.
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