Search Results for author: JunHoo Lee

Found 4 papers, 0 papers with code

Do not think pink elephant!

no code implementations22 Apr 2024 Kyomin Hwang, Suyoung Kim, JunHoo Lee, Nojun Kwak

Large Models (LMs) have heightened expectations for the potential of general AI as they are akin to human intelligence.

Coreset Selection for Object Detection

no code implementations14 Apr 2024 Hojun Lee, Suyoung Kim, JunHoo Lee, Jaeyoung Yoo, Nojun Kwak

Coreset selection is a method for selecting a small, representative subset of an entire dataset.

Image Classification Object +2

Deep Support Vectors

no code implementations26 Mar 2024 JunHoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak

While the success of deep learning is commonly attributed to its theoretical equivalence with Support Vector Machines (SVM), the practical implications of this relationship have not been thoroughly explored.

Decision Making

Any-Way Meta Learning

no code implementations10 Jan 2024 JunHoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak

Furthermore, we argue that the inherent label equivalence naturally lacks semantic information.

Domain Generalization Meta-Learning

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