Jacob Clements

Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation

Achieving robustness in image segmentation models is challenging due to the fine-grained nature of pixel-level classification. These models, which are crucial for many real-time perception applications, particularly struggle when faced with natural corruptions in the wild for autonomous systems. Whi…