Patch-wise Mixed-Precision Quantization of Vision Transformer

Patch-wise Mixed-Precision Quantization of Vision Transformer

11 May 2023

Qingyi Gu

Papers citing "Patch-wise Mixed-Precision Quantization of Vision Transformer"

9 / 9 papers shown

Title
Mix-QSAM: Mixed-Precision Quantization of the Segment Anything Model Navin Ranjan Andreas E. Savakis MQ VLM 61 0 0 08 May 2025
Mix-QViT: Mixed-Precision Vision Transformer Quantization Driven by Layer Importance and Quantization Sensitivity Navin Ranjan Andreas E. Savakis MQ 33 1 0 10 Jan 2025
DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation Xuewen Liu Zhikai Li Qingyi Gu MQ 19 4 0 22 Sep 2024
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs Akshat Ramachandran Souvik Kundu Tushar Krishna MQ 27 6 0 07 Jul 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 24 26 0 05 Feb 2024
LRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation Navin Ranjan Andreas E. Savakis MQ 17 6 0 20 Jan 2024
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models Xuewen Liu Zhikai Li Junrui Xiao Qingyi Gu MQ 18 13 0 09 Jan 2024
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers Junrui Xiao Zhikai Li Lianwei Yang Qingyi Gu MQ ViT 19 2 0 24 May 2023
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,148 0 05 Oct 2021