| htqin/awesome-model-quantization |
1,449 |
|
0 |
0 |
over 2 years ago |
0 |
|
0 |
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|
| 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. |
| amirgholami/ZeroQ |
103 |
|
0 |
0 |
over 5 years ago |
0 |
|
5 |
gpl-3.0 |
Python |
| [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework |
| cgtuebingen/Product-Quantization-Tree |
78 |
|
0 |
0 |
over 7 years ago |
0 |
|
5 |
mit |
Cuda |
| GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016 |
| caoyue10/cvpr17-dvsq |
62 |
|
0 |
0 |
almost 9 years ago |
0 |
|
0 |
|
Python |
| The implementation of CVPR-17 paper "Deep Visual-Semantic Quantization of Efficient Image Retrieval" |
| youngkyunJang/GPQ |
59 |
|
0 |
0 |
over 3 years ago |
0 |
|
0 |
mit |
Python |
| Generalized Product Quantization Network For Semi-supervised Image Retrieval - CVPR 2020 |
| una-dinosauria/Rayuela.jl |
46 |
|
0 |
0 |
over 4 years ago |
0 |
|
25 |
mit |
Julia |
| Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18. |
| caiwenpu/Compression_Paper |
44 |
|
0 |
0 |
over 6 years ago |
0 |
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0 |
|
|
| iamkanghyunchoi/ait |
21 |
|
0 |
0 |
over 3 years ago |
0 |
|
0 |
gpl-3.0 |
Python |
| It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher [CVPR 2022 Oral] |
| chenbong/awesome-compression-papers |
7 |
|
0 |
0 |
over 5 years ago |
0 |
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0 |
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| Paper collection about model compression and acceleration: Pruning, Quantization, Knowledge Distillation, Low Rank Factorization, etc |
| lirundong/quant-pack |
6 |
|
0 |
0 |
almost 6 years ago |
0 |
|
0 |
other |
Python |
| [Ongoing Project] Codebase for network quantization study. |
