Karthik Palyakere Suresh

Presents TorchAdapt, a real-time adaptive feature-enhancement framework that generalizes across illumination conditions by aligning features of enhanced and well-lit images; evaluated across multiple high-level vision tasks and shown to outperform state-of-the-art low-light and task-specific methods.