2 papers
cs.CV2026
HyperFlow: Class-Incremental Semantic Change Detection via Hyperbolic Flow
Manon Béchaz, Léo Buecher, Emanuele Dalsasso +7
Semantic change detection in remote sensing aims to identify and characterize land-cover transitions observed in pairs of satellite or aerial images. Existing methods assume a fixe…
cs.LG2026
Geometrically Constrained Outlier Synthesis
Daniil Karzanov, Marcin Detyniecki
Deep neural networks for image classification often exhibit overconfidence on out-of-distribution (OOD) samples. To address this, we introduce Geometrically Constrained Outlier Syn…