RepQ-ViT: Scale Reparameterization for Post-Training Quantization of
Vision Transformers

RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers

16 December 2022

Qingyi Gu

Papers citing "RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers"

11 / 61 papers shown

Title
GenQ: Quantization in Low Data Regimes with Generative Synthetic Data Yuhang Li Youngeun Kim Donghyun Lee Souvik Kundu Priyadarshini Panda MQ 20 2 0 07 Dec 2023
I&S-ViT: An Inclusive & Stable Method for Pushing the Limit of Post-Training ViTs Quantization Yunshan Zhong Jiawei Hu Mingbao Lin Mengzhao Chen Rongrong Ji MQ 28 10 0 16 Nov 2023
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources Zhikai Li Xiaoxuan Liu Banghua Zhu Zhen Dong Qingyi Gu Kurt Keutzer MQ 27 7 0 11 Oct 2023
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models Wenqi Shao Mengzhao Chen Zhaoyang Zhang Peng-Tao Xu Lirui Zhao Zhiqiang Li Kaipeng Zhang Peng Gao Yu Qiao Ping Luo MQ 15 174 0 25 Aug 2023
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers Junrui Xiao Zhikai Li Lianwei Yang Qingyi Gu MQ ViT 30 2 0 24 May 2023
Towards Accurate Post-Training Quantization for Vision Transformer Yifu Ding Haotong Qin Qing-Yu Yan Z. Chai Junjie Liu Xiaolin K. Wei Xianglong Liu MQ 54 67 0 25 Mar 2023
Q-HyViT: Post-Training Quantization of Hybrid Vision Transformers with Bridge Block Reconstruction for IoT Systems Jemin Lee Yongin Kwon Sihyeong Park Misun Yu Jeman Park Hwanjun Song ViT MQ 14 5 0 22 Mar 2023
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers Yijiang Liu Huanrui Yang Zhen Dong Kurt Keutzer Li Du Shanghang Zhang MQ 29 44 0 29 Nov 2022
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers Zhikai Li Mengjuan Chen Junrui Xiao Qingyi Gu ViT MQ 43 32 0 13 Sep 2022
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference Zhikai Li Qingyi Gu MQ 46 94 0 04 Jul 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,210 0 05 Oct 2021