AR2: Attention-Guided Repair for the Robustness of CNNs Against Common Corruptions

Fuyuan Zhang, Qichen Wang, Jianjun Zhao

Deep neural networks suffer from significant performance degradation when exposed to common corruptions such as noise, blur, weather, and digital distortions, limiting their reliab…