Manav Madan

Physics-Guided Prompt Adaptation for Optically Robust Image Classification and Object Detection

Optical systems in the real world often create image problems, such as Gaussian blur from defocus or atmospheric turbulence, and radial vignetting caused by lens shape. Standard mixed-data fine-tuning helps the task head handle these issues, but it does not actually fix them. We...