2 papers
cs.CV2026
StarWM: Self-Supervised Trained Attention Routing for Robust World Models
Zeqiang Zhang, Fabian Wurzberger, Maximilian Otte +4
A robust world model must strike the balance between faithfully capturing environmental dynamics and abstracting away from irrelevant content. While reconstruction-based world mode…
cs.LG2026
Revisiting Neural Activation Coverage for Uncertainty Estimation
Benedikt Franke, Nils Förster, Frank Köster +3
Neural activation coverage (NAC) is a recently-proposed technique for out-of-distribution detection and generalization. We build upon this promising foundation and extend the metho…