2 papers
cs.CV2026
CL4D: Contrastive Language-4D Pretraining for Vision-Language Reasoning in Dynamic Scenes
Kumal Hewagamage, Isuranga Senavirathne, Sasika Amarasinghe +4
4D understanding and reasoning is a fundamental capability for embodied AI agents operating in dynamic physical environments. However, existing vision encoders are largely limited…
cs.CV2026
SemAlign: Language Guided Semi-supervised Domain Generalization
Muditha Fernando, Kajhanan Kailainathan, Krishnakanth Nagaratnam +2
Semi-supervised Domain Generalization (SSDG) addresses the challenge of generalizing to unseen target domains with limited labeled data. Existing SSDG methods highlight the importa…