AI-Assisted Sensor Fusion: Using Generative Models to Fill in Missing Data

Explore how generative AI models like GANs and diffusion models are transforming autonomous vehicle perception by reconstructing missing sensor data, enhancing reliability, and expanding operational capabilities—while addressing safety, computational, and ethical challenges.