A Layer-wise Adversarial-aware Quantization Optimization for Improving Robustness

Chang Song, Riya Ranjan, Hai Li

Neural networks are getting better accuracy with higher energy and computational cost. After quantization, the cost can be greatly saved, and the quantized models are more hardware…