Prototype Subspace Modeling Boosts Discovery in Hyperspectral Images

A prototype subspace model outperformed GCD methods on public hyperspectral benchmarks, achieving higher normalized mutual information and adjusted Rand index scores. getnews.me/prototype-subspace-model... #hyperspectral #categorydiscovery

Category Discovery Survey: Open‑World Learning Methods and Insights

A new survey on category discovery (arXiv:2509.22542) posted 26 Sep 2025 finds that large pretrained vision transformers beat models trained from scratch. getnews.me/category-discovery-surve... #categorydiscovery #openworldlearning