Yiqi Chen

PTQ4ViT: Post-Training Quantization for Vision Transformers with Twin Uniform Quantization

"Quantization is one of the most effective methods to compress neural networks, which has achieved great success on convolutional neural networks (CNNs). Recently, vision transformers have demonstrated great potential in computer vision. However, previous post-training quantization methods performed…