Optimization-Based Post-Training Quantization With Bit-Split and Stitching
Author:
Affiliation:
1. National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
2. B-DAT, Nanjing University of Information Science and Technology, Nanjing, China
Funder
National Key Research and Development Program of China
National Natural Science Foundation of China
Strategic Priority Research Program of Chinese Academy of Sciences
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Applied Mathematics,Artificial Intelligence,Computational Theory and Mathematics,Computer Vision and Pattern Recognition,Software
Link
http://xplorestaging.ieee.org/ielx7/34/10008914/09735379.pdf?arnumber=9735379
Reference76 articles.
1. Accelerating Convolutional Neural Networks for Mobile Applications
2. Collaborative channel pruning for deep networks;peng;Proc Int Conf Mach Learn,2019
3. Quantized Convolutional Neural Networks for Mobile Devices
4. Quantizing deep convolutional networks for efficient inference: A whitepaper;krishnamoorthi,2018
Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. ACQ: Improving generative data-free quantization via attention correction;Pattern Recognition;2024-08
2. FPGA Oriented Lightweight Deep Learning Inference for Liver Cancer Segmentation;2024 IEEE International Symposium on Biomedical Imaging (ISBI);2024-05-27
3. Convergence of Deep Learning and Edge Computing using Model Optimization;2024 13th Iranian/3rd International Machine Vision and Image Processing Conference (MVIP);2024-03-06
4. Self-knowledge distillation enhanced binary neural networks derived from underutilized information;Applied Intelligence;2024-03
5. A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification;ACM Transactions on Intelligent Systems and Technology;2023-11-14
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3