Quantization as a Malicious Task: Removing Quantization-Conditioned Backdoors via Task Arithmetic

Kaihsun Yang, Min-Yan Tsai, Chia-Mu Yu

Model quantization is widely adopted to reduce memory usage and inference cost when deploying deep neural networks on resource-constrained devices. However, recent studies have rev…