2026
WorldComp2D: Spatio-semantic Representations of Object Identity and Location from Local Views
ICML 2026poster
Learning latent representations that capture both semantic and spatial information is central to efficient spatio-semantic reasoning. However, many existing approaches rely on implicit latent structures combined with dense feature maps or task-specific heads, limiting computational efficiency and fl…