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…