Ryan X Sharp

SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object Detection

"Confusion and forgetting of object classes have been challenges of prime interest in Few-Shot Object Detection (FSOD). To overcome these pitfalls in metric learning based FSOD techniques, we introduce a novel Submodular Mutual Information Learning ( 1 ) framework for loss functions which adopts com…