Search Results for author: Sungbin Shin

Found 2 papers, 2 papers with code

Analyzing Sharpness-aware Minimization under Overparameterization

1 code implementation29 Nov 2023 Sungbin Shin, Dongyeop Lee, Maksym Andriushchenko, Namhoon Lee

Training an overparameterized neural network can yield minimizers of different generalization capabilities despite the same level of training loss.

A Closer Look at the Intervention Procedure of Concept Bottleneck Models

1 code implementation28 Feb 2023 Sungbin Shin, Yohan Jo, Sungsoo Ahn, Namhoon Lee

Concept bottleneck models (CBMs) are a class of interpretable neural network models that predict the target response of a given input based on its high-level concepts.

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