Nam Joon Kim

HyQ: Hardware-Friendly Post-Training Quantization for CNN-Transformer Hybrid Networks

Hybrid models that combine CNNs and ViTs have recently emerged as state-of-the-art computer vision models. To efficiently deploy these hybrid models on resource-constrained mobile/edge devices, quantization is emerging as a promising solution. However, post-training quantization (PTQ), which does no…