Author

Sung-Jun Lim

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning May 2026

Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift

The Geometry-Adaptive Explainer (GAE), which realigns the dictionary with the OOD-active subspace while preserving the original sparse feature activations, and bound the excess projection loss caused by any remaining faithfulness gap.

Sung-Jun Lim, Heedong Kim, A. Lee et al. · arXiv.org · 0 citations