RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training
Quantization

RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization

26 April 2022

Papers citing "RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization"

9 / 9 papers shown

Title
Pack-PTQ: Advancing Post-training Quantization of Neural Networks by Pack-wise Reconstruction Changjun Li Runqing Jiang Zhuo Song Pengpeng Yu Ye Zhang Yulan Guo MQ 56 0 0 01 May 2025
An Edge AI System Based on FPGA Platform for Railway Fault Detection Jiale Li Yulin Fu Dongwei Yan Sean Longyu Ma Chiu-Wing Sham 36 2 0 08 Aug 2024
P $^2$ -ViT: Power-of-Two Post-Training Quantization and Acceleration for Fully Quantized Vision Transformer Huihong Shi Xin Cheng Wendong Mao Zhongfeng Wang MQ 40 3 0 30 May 2024
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection Sifan Zhou Liang Li Xinyu Zhang Bo-Wen Zhang Shipeng Bai Miao Sun Ziyu Zhao Xiaobo Lu Xiangxiang Chu MQ 36 12 0 29 Jan 2024
EPTQ: Enhanced Post-Training Quantization via Label-Free Hessian Ofir Gordon H. Habi Arnon Netzer MQ 30 0 0 20 Sep 2023
Improving Post-Training Quantization on Object Detection with Task Loss-Guided Lp Metric Lin Niu Jia-Wen Liu Zhihang Yuan Dawei Yang Xinggang Wang Wenyu Liu MQ 33 2 0 19 Apr 2023
PD-Quant: Post-Training Quantization based on Prediction Difference Metric Jiawei Liu Lin Niu Zhihang Yuan Dawei Yang Xinggang Wang Wenyu Liu MQ 96 68 0 14 Dec 2022
MQBench: Towards Reproducible and Deployable Model Quantization Benchmark Yuhang Li Mingzhu Shen Jian Ma Yan Ren Mingxin Zhao Qi Zhang Ruihao Gong F. Yu Junjie Yan MQ 35 49 0 05 Nov 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014