TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers

1 code implementation • 30 Nov 2023 • Juhyeon Park, Seokhyeon Jeong, Taesup Moon

Recently, Last Layer Retraining (LLR) with group-balanced datasets is known to be efficient in mitigating the spurious correlation of classifiers.

Towards More Robust Interpretation via Local Gradient Alignment

1 code implementation • 29 Nov 2022 • Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon

However, the lack of considering the normalization of the attributions, which is essential in their visualizations, has been an obstacle to understanding and improving the robustness of feature attribution methods.

Computational Efficiency Network Interpretation