Author

S. Sim

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#artificial intelligence Conference Open access Sep 2026

WhiteCon: Semi-Supervised Domain Adaptation Regression Through Whitening Transform and Dual Consistency

This work proposes semi-supervised domain adaptation regression through whitening transform and dual consistency (WhiteCon), which combines domain-specific whitening transform (DWT) and dual consistency regularization to enhance training stability and domain adaptation.

S. Sim, S. Kim · International Conference on... · 0 citations

#artificial intelligence Open access Sep 2026

Robust Semi-Supervised Regression for Vehicle Interior Noise Prediction

This study introduces SpecRegMatch, a novel SSR method aimed at addressing the computational cost associated with training by leveraging a single model, thus eliminating the need for multiple data samplings.

S. Sim, Jinsoo Bae, S. Kim · IEEE Access · 4 citations