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Efficient-ML
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Awesome-Model-Quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
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About the research direction
#58
TianGao-NJUST
closed
3 weeks ago
1
Update README: added paper on minifloat quantization
#57
shivmgg
closed
7 months ago
0
Request for Repository Update Regarding Model Quantization Papers and Methods
#56
Yintel12138
closed
7 months ago
1
Added Quantization in NeRFs and Gaussian Splatting (Vector Quantization)
#55
AnshMittal1811
closed
9 months ago
0
Add ReSTE, ICCV 2023
#54
DravenALG
closed
10 months ago
0
代码开源
#53
Luadoo
closed
11 months ago
1
To show real-time repo stars
#52
Longday0923
closed
12 months ago
1
Update README.md
#51
jnjnnjzch
closed
1 year ago
0
Add AIT, cvpr2022 oral
#50
iamkanghyunchoi
closed
1 year ago
0
NeurIPS 2022 paper
#49
Phuoc-Hoan-Le
closed
1 year ago
1
Update README.md
#48
Xingyu-Zheng
closed
1 year ago
0
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models
#47
Phuoc-Hoan-Le
closed
11 months ago
1
Add SPQR and AWQ
#46
yiliu30
closed
1 year ago
1
add cvpr2023 link
#45
wm901115nwpu
closed
1 year ago
0
Add PQF paper, CVPR21 oral
#44
una-dinosauria
closed
1 year ago
1
Fix link
#43
hhy3
closed
1 year ago
1
Update README.md
#42
Xingyu-Zheng
closed
1 year ago
1
Add Outlier Suppression and Outlier Suppression+
#41
yiliu30
closed
1 year ago
0
Update CVPR 2023 papers
#40
leejaymin
closed
1 year ago
4
Update README.md
#39
wanderingweights
closed
1 year ago
1
Add papers in 2023
#38
Macaronlin
closed
1 year ago
0
Add arxiv paper in 2023.
#37
leejaymin
closed
1 year ago
0
Code for [ECCV] Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance.
#36
1hunters
closed
1 year ago
1
Update README
#35
monster476
closed
1 year ago
0
Add ICML papers
#34
RunpeiDong
closed
1 year ago
0
Add ICML'21 and ICCV'19 papers
#33
RunpeiDong
closed
1 year ago
0
Add ICML 2022 papers.
#32
RunpeiDong
closed
1 year ago
1
A relevant paper, NeurIPS 2022
#31
liuzechun
closed
1 year ago
3
Update ECCV22, NeurIPS and so on.
#30
leejaymin
closed
1 year ago
0
Adding SmoothQuant
#29
Guangxuan-Xiao
closed
1 year ago
1
Update README.md
#28
pqingzhuo
closed
1 year ago
0
Update README.md
#27
Macaronlin
closed
2 years ago
0
Update README.md
#26
Macaronlin
closed
2 years ago
0
"2022Quantization"
#25
ChrisLeff
closed
2 years ago
0
fix some bugs
#24
fangwei123456
closed
2 years ago
0
fix some bugs
#23
fangwei123456
closed
2 years ago
0
fix pdf url error
#22
fangwei123456
closed
2 years ago
0
fix the pdf url error of 'Fully Quantized Network for Object Detection'
#21
fangwei123456
closed
2 years ago
0
Update README.md
#20
Macaronlin
closed
2 years ago
0
Chen Hong's introduction
#19
Hon-Chen
closed
2 years ago
0
add introduction of Zeyi Sun
#18
SunzeY
closed
2 years ago
0
Update the number of star for FQ-ViT
#17
linyang-zhh
closed
2 years ago
0
Update FQ-ViT
#16
linyang-zhh
closed
2 years ago
0
add Q-ViT:Fully Differentiable Quantization for Vision Transformer
#15
RaidenE1
closed
2 years ago
0
Add SQuant code repository.
#14
fuchun-wang
closed
2 years ago
0
Add Biprop
#13
mm0806son
closed
2 years ago
0
picture address
#12
ChrisLeff
closed
2 years ago
0
ACM MM 2021 & NeurIPS 2021 update
#11
ChrisLeff
closed
2 years ago
0
add PyTorch code for [2021] BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction
#10
MohammedHAlali
closed
3 years ago
1
add paper, ECCV2020，Binarized Neural Network for Single Image Super Resolution
#9
ghost
closed
3 years ago
4
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