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HAWQV3: Dyadic Neural Network Quantization

HAWQV3: Dyadic Neural Network Quantization

20 November 2020
Z. Yao
Zhen Dong
Zhangcheng Zheng
A. Gholami
Jiali Yu
Eric Tan
Leyuan Wang
Qijing Huang
Yida Wang
Michael W. Mahoney
Kurt Keutzer
    MQ
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Papers citing "HAWQV3: Dyadic Neural Network Quantization"

22 / 22 papers shown
Title
Histogram-Equalized Quantization for logic-gated Residual Neural Networks
Histogram-Equalized Quantization for logic-gated Residual Neural Networks
Van Thien Nguyen
William Guicquero
Gilles Sicard
MQ
41
1
0
10 Jan 2025
ARQ: A Mixed-Precision Quantization Framework for Accurate and Certifiably Robust DNNs
ARQ: A Mixed-Precision Quantization Framework for Accurate and Certifiably Robust DNNs
Yuchen Yang
Shubham Ugare
Yifan Zhao
Gagandeep Singh
Sasa Misailovic
MQ
26
0
0
31 Oct 2024
QT-DoG: Quantization-aware Training for Domain Generalization
QT-DoG: Quantization-aware Training for Domain Generalization
Saqib Javed
Hieu Le
Mathieu Salzmann
OOD
MQ
28
1
0
08 Oct 2024
P$^2$-ViT: Power-of-Two Post-Training Quantization and Acceleration for
  Fully Quantized Vision Transformer
P2^22-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
Low-bit Quantization for Deep Graph Neural Networks with
  Smoothness-aware Message Propagation
Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation
Shuang Wang
B. Eravcı
Rustam Guliyev
Hakan Ferhatosmanoglu
GNN
MQ
19
6
0
29 Aug 2023
FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization
  Search
FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search
Jordan Dotzel
Gang Wu
Andrew Li
M. Umar
Yun Ni
...
Liqun Cheng
Martin G. Dixon
N. Jouppi
Quoc V. Le
Sheng R. Li
MQ
25
3
0
07 Aug 2023
Patch-wise Mixed-Precision Quantization of Vision Transformer
Patch-wise Mixed-Precision Quantization of Vision Transformer
Junrui Xiao
Zhikai Li
Lianwei Yang
Qingyi Gu
MQ
27
12
0
11 May 2023
End-to-end codesign of Hessian-aware quantized neural networks for FPGAs
  and ASICs
End-to-end codesign of Hessian-aware quantized neural networks for FPGAs and ASICs
Javier Campos
Zhen Dong
Javier Mauricio Duarte
A. Gholami
Michael W. Mahoney
Jovan Mitrevski
Nhan Tran
MQ
24
3
0
13 Apr 2023
CSMPQ:Class Separability Based Mixed-Precision Quantization
CSMPQ:Class Separability Based Mixed-Precision Quantization
Ming-Yu Wang
Taisong Jin
Miaohui Zhang
Zhengtao Yu
MQ
23
0
0
20 Dec 2022
Vertical Layering of Quantized Neural Networks for Heterogeneous
  Inference
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference
Hai Wu
Ruifei He
Hao Hao Tan
Xiaojuan Qi
Kaibin Huang
MQ
21
2
0
10 Dec 2022
NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization
  for Vision Transformers
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
45
0
29 Nov 2022
Convolutional Neural Networks Quantization with Attention
Convolutional Neural Networks Quantization with Attention
Binyi Wu
Bernd Waschneck
Christian Mayr
MQ
16
1
0
30 Sep 2022
Symmetry Regularization and Saturating Nonlinearity for Robust
  Quantization
Symmetry Regularization and Saturating Nonlinearity for Robust Quantization
Sein Park
Yeongsang Jang
Eunhyeok Park
MQ
14
1
0
31 Jul 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data
  Low-bit Quantization
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization
Fadi Boutros
Naser Damer
Arjan Kuijper
CVBM
MQ
22
37
0
21 Jun 2022
Quantization in Layer's Input is Matter
Quantization in Layer's Input is Matter
Daning Cheng
Wenguang Chen
MQ
11
0
0
10 Feb 2022
BMPQ: Bit-Gradient Sensitivity Driven Mixed-Precision Quantization of
  DNNs from Scratch
BMPQ: Bit-Gradient Sensitivity Driven Mixed-Precision Quantization of DNNs from Scratch
Souvik Kundu
Shikai Wang
Qirui Sun
P. Beerel
Massoud Pedram
MQ
13
18
0
24 Dec 2021
Neural Network Quantization for Efficient Inference: A Survey
Neural Network Quantization for Efficient Inference: A Survey
Olivia Weng
MQ
17
22
0
08 Dec 2021
Sharpness-aware Quantization for Deep Neural Networks
Sharpness-aware Quantization for Deep Neural Networks
Jing Liu
Jianfei Cai
Bohan Zhuang
MQ
27
24
0
24 Nov 2021
Differentiable Model Compression via Pseudo Quantization Noise
Differentiable Model Compression via Pseudo Quantization Noise
Alexandre Défossez
Yossi Adi
Gabriel Synnaeve
DiffM
MQ
10
46
0
20 Apr 2021
A Tiny CNN Architecture for Medical Face Mask Detection for
  Resource-Constrained Endpoints
A Tiny CNN Architecture for Medical Face Mask Detection for Resource-Constrained Endpoints
P. Mohan
A. Paul
Abhay Chirania
CVBM
14
48
0
30 Nov 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
Sheng Shen
Zhen Dong
Jiayu Ye
Linjian Ma
Z. Yao
A. Gholami
Michael W. Mahoney
Kurt Keutzer
MQ
225
575
0
12 Sep 2019
Incremental Network Quantization: Towards Lossless CNNs with
  Low-Precision Weights
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights
Aojun Zhou
Anbang Yao
Yiwen Guo
Lin Xu
Yurong Chen
MQ
316
1,047
0
10 Feb 2017
1