Here are
88 public repositories
matching this topic...
Awesome Knowledge Distillation
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
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Mar 27, 2020
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Python
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
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Sep 6, 2020
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Python
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
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Jul 11, 2018
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Jupyter Notebook
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
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Jan 28, 2020
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Python
PaddleSlim is an open-source library for deep model compression and architecture search.
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Sep 8, 2020
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Python
knowledge distillation papers
Data Efficient Model Compression
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Aug 17, 2020
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Python
A treasure chest for image classification powered by PaddlePaddle
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Sep 8, 2020
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Python
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Dec 15, 2019
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Python
Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization
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Jul 9, 2020
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Python
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Mar 27, 2020
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Cuda
Official PyTorch implementation of "A Comprehensive Overhaul of Feature Distillation" (ICCV 2019)
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Jun 23, 2020
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Python
Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
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Dec 9, 2019
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Python
Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
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Nov 21, 2019
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Infrastructures™ for Machine Learning Training/Inference in Production.
An Acceleration System for Large-scale Outlier Detection (Anomaly Detection)
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Jun 15, 2020
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Python
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Oct 3, 2019
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Python
A large scale study of Knowledge Distillation.
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Apr 19, 2020
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Python
利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码
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Aug 28, 2020
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Jupyter Notebook
Knowledge Distillation using Tensorflow
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Aug 12, 2019
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Python
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images
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Jan 16, 2020
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Python
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
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Sep 9, 2019
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Python
PyTorch code for our CVPR-20 paper "Collaborative Distillation for Ultra-Resolution Universal Style Transfer"
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Jul 26, 2020
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Python
[CVPR 2020] Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives
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Jul 16, 2020
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Python
Notes and Slides, Focus on NLP.
The Easiest Knowledge Distillation Library for Lightweight Deep Learning
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Jun 27, 2020
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Python
Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".
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Jun 25, 2020
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Python
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
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Aug 7, 2020
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Python
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