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cs.CV2026
ZYT-World: A Real-Time Controllable World Model for Closed-Loop Autonomous-Driving Simulation
Boni Hu, Xiong Wei, Haoming Huang +20
Generative world models offer controllable and repeatable closed-loop simulation for end-to-end and vision-language-action driving policies, but production deployment exposes three…
cs.RO2026
SpotlessGS: Relightable 3D Gaussian Splatting under Dynamic Illumination for Robotic Perception
Liang Hong, Jiaxin Wei, Simon Schaefer +2
Robots operating in dark or poorly lit environments rely on onboard lights, which often produce uneven illumination that degrades downstream perception tasks. Prior approaches base…
cs.CV2026
Robust Dreamer: Deviation-Aware Latent Gaussian Memory for Action-Controlled AR Video Generation
Hanlin Chen, Jiaxin Wei, Xibin Song +5
Frame-wise action-controlled image-to-video generation is a promising paradigm for interactive world simulation, where each control signal should elicit an immediate visual respons…