ECCV 2024 Day2 Sometimes Less is More: The First Dataset Distillation Challenge Flavors of Distillation                    아래와 같이 Part 별로 연구하신 내용 · 논문을 함께 설명해주셨다.Next step으로 넘어갈 때, 왜 해당 방법론이 도입되었는지 제시해주셔서,이해하면서 듣기 좋았다.! :)                 * Summary(1) Data distillation - (2) test data curation - (3) knowledge distillation - (4) General knowledge distillation 작은 training set -> small samples synt..

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    그래도 작년에 논문을 써봤던 분야라, 재미있게 들었습니다. :)       Dataset Distillation Workshop Introduction     1st An Introduction to Dataset Distillation                             1st An Introduction to dataset distillation - Hakan Bi..

Keynote 최종 version

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..