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Efficient-ML / 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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add paper, ECCV2020，Binarized Neural Network for Single Image Super Resolution #9

Closed ghost closed 3 years ago

ghost commented 3 years ago

Update! BinaryBERT: Pushing the Limit of BERT Quantization., ACL2021 ref, https://haolibai.github.io/, https://wemp.app/posts/3506cf59-578a-40ba-8c44-e8bedf4a62a7

ghost commented 3 years ago

Update! Towards Unified INT8 Training for Convolutional Neural Network, CVPR2020， ref：https://scholar.google.com/scholar?cluster=12719620628937475884&hl=zh-CN&as_sdt=0,5&as_vis=1#d=gs_cit&u=%2Fscholar%3Fq%3Dinfo%3ALIeMEZIrhbAJ%3Ascholar.google.com%2F%26output%3Dcite%26scirp%3D0%26scfhb%3D1%26hl%3Dzh-CN image

ghost commented 3 years ago

daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices，ACMMM2019 ref：https://arxiv.org/abs/1908.05858

yifu-ding commented 3 years ago

Thanks a lot. The papers above have all been added.