Ronny Hänsch

See the Future, Classify the Present: Stochastic Latent World Modeling for Hyperspectral Images

Hyperspectral image classification (HSIC) relies on static spatial-spectral representations learned from labeled samples, limiting its ability to model structured dependencies in the latent representation space. To address this limitation, this work proposes Stochastic Latent World Modeling (LWM), a trajectory-based re...