Condensation(6)
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ECCV 2024 Day4 - Oral: Dataset Condensation
ECCV 2024. 10. 02. Wednesday Oral 3A: Datasets And Benchmarking ์ค๋์ ๊ผญ ๋ค์ด์ผ ํ ์ฃผ์ ๊ฐ ์๊ธฐ ๋๋ฌธ์,์ค์ ๋ฐํ๋ฅผ ๋ฃ๊ธฐ ์ํด, ์ผ์ฐ ๋์ฐ์ต๋๋ค โ๏ธ Oral: Dataset Condensation Towards Model-Agnostic Dataset Condensation by Heterogeneous ModelsJun-Yeong Moon ยท Jung Uk Kim ยท Gyeong-Moon Park https://eccv.ecva.net/virtual/2024/oral/856 ECCV 2024 Towards Model-Agnostic Dataset Condensation by Heterogeneous Models OralReg..
2024.11.18 -
ECCV 2024 DAY2 - Dataset Distillation Workshop (2)
ECCV 2024 Day2 Sometimes Less is More: The First Dataset Distillation Challenge Flavors of Distillation ์๋์ ๊ฐ์ด Part ๋ณ๋ก ์ฐ๊ตฌํ์ ๋ด์ฉ ยท ๋ ผ๋ฌธ์ ํจ๊ป ์ค๋ช ํด์ฃผ์ จ๋ค.Next step์ผ๋ก ๋์ด๊ฐ ๋, ์ ํด๋น ๋ฐฉ๋ฒ๋ก ์ด ๋์ ๋์๋์ง ์ ์ํด์ฃผ์ ์,์ดํดํ๋ฉด์ ๋ฃ๊ธฐ ์ข์๋ค.! :) * Summary(1) Data distillation - (2) test data curation - (3) knowledge distillation - (4) General knowledge distillation ์์ training set -> small samples synt..
2024.10.08 -
ECCV 2024 DAY2 - Dataset Distillation Workshop (1)
ECCV 2024 Day2 Sometimes Less is More: The First Dataset Distillation Challenge https://dd-challenge-main.vercel.app/#/ Dataset Distillation Challenge dd-challenge-main.vercel.app ๊ทธ๋๋ ์๋ ์ ๋ ผ๋ฌธ์ ์จ๋ดค๋ ๋ถ์ผ๋ผ, ์ฌ๋ฏธ์๊ฒ ๋ค์์ต๋๋ค. :) Dataset Distillation Workshop Introduction 1st An Introduction to Dataset Distillation 1st An Introduction to dataset distillation - Hakan Bi..
2024.10.08 -
[Paper reading] Dataset Condensation Keynote
Keynote ์ต์ข version
2023.09.11 -
[Paper reading] Dataset Condensation reading
Dataset Condensation with Gradient Matching (ICLR 2021) Abstract As the state-of-the-art machine learning methods in many fields rely on larger datasets, storing datasets and training models on them become significantly more expensive. This paper proposes a training set synthesis technique for data-efficient learning, called Dataset Condensation, that learns to condense large dataset into a smal..
2023.09.11 -
[Paper reading] Dataset Condensation Summary
Keynote ์ด์
2023.09.10