Yuchu Fang

PatchNAS: Repairing DNNs in Deployment with Patched Network Architecture Search

Despite being widely deployed in safety-critical applications such as autonomous driving and health care, deep neural networks (DNNs) still suffer from non-negligible reliability issues. Numerous works had reported that DNNs were vulnerable to either natural environmental noises or man-made adversar…