[๐Ÿ“–๋…ผ๋ฌธ ๋ฆฌ๋ทฐ] Semi-Supervised Learning under Class Distribution Mismatch (2020)

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๋ชฉ๋ก ๋ณด๊ธฐ
17/22

์ตœ๊ทผ์— ๋ถ€์ŠคํŠธ์บ ํ”„์—์„œ Data-Centric task๋ฅผ ์ˆ˜ํ–‰ํ•˜๋ฉด์„œ ๋ถˆ๊ท ํ˜• ๋ฐ์ดํ„ฐ์™€ ๋ฐ์ดํ„ฐ ํ’ˆ์งˆ์— ๋Œ€ํ•ด์„œ ์–ด๋–ป๊ฒŒ ๊ด€๋ฆฌํ•˜๋Š”๊ฒŒ ์ข‹์„์ง€์— ๋Œ€ํ•ด ํฐ ๊ถ๊ธˆ์ฆ์ด ์ƒ๊ฒผ๋‹ค. ๊ทธ๋ž˜์„œ ์ฐพ์•„๋ณด๋˜ ์ค‘ ์œ ํŠœ๋ธŒ ์„ธ๋ฏธ๋‚˜ ์˜์ƒ์ด ์žˆ์–ด์„œ ๋ณด๊ฒŒ ๋˜์—ˆ๊ณ  ์ด๋ ‡๊ฒŒ ์ •๋ฆฌํ•˜๊ฒŒ ๋˜์—ˆ๋‹ค.

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