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Salient Feature Learning

1 paper across 1 session

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
#3807 · Lukas Miklautz, Chengzhi Shi, Andrii Shkabrii, Theodoros Thirimachos Davarakis, Prudence Lam, Claudia Plant, Jennifer Dy, Stratis Ioannidis

H-SPLID learns salient features via latent space decomposition and we provide theoretical guarantees w.r.t. input perturbations.