Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN
☆29May 8, 2017Updated 9 years ago
Alternatives and similar repositories for knowledge-distillation
Users that are interested in knowledge-distillation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A machine learning experiment☆179Oct 20, 2017Updated 8 years ago
- FitNets: Hints for Thin Deep Nets☆209May 14, 2015Updated 11 years ago
- Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)☆81Feb 10, 2018Updated 8 years ago
- Implementation of model compression with knowledge distilling method.☆343Jan 3, 2017Updated 9 years ago
- Knowledge Distillation using Tensorflow☆140Aug 12, 2019Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆22Nov 14, 2019Updated 6 years ago
- Awesome Knowledge Distillation☆3,912May 25, 2026Updated 4 months ago
- Source code for 'Knowledge Distillation via Instance Relationship Graph'☆30Jun 13, 2019Updated 7 years ago
- Model Compression Based on Geoffery Hinton's Logit Regression Method in Keras applied to MNIST 16x compression over 0.95 percent accuracy…☆61Aug 31, 2019Updated 7 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆264Nov 21, 2019Updated 6 years ago
- Data Mining and User Portrait reports, with a score of 95/100, ranking first, including experiments of 3 kaggle data sets and a small pap…☆10Feb 5, 2020Updated 6 years ago
- Reading data into tensorflow using tf.data function☆14Aug 28, 2019Updated 7 years ago
- McPAT modeling framework☆13Oct 18, 2014Updated 12 years ago
- Scripts for exporting Kaldi labeled data into TensorFlow☆12Jul 31, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA (DATE-19)☆15Jan 29, 2021Updated 5 years ago
- about Speech enhancement☆33May 16, 2018Updated 8 years ago
- A simplify version of mobilenet, with less group and feature maps, trained on Imagenet.☆18Jul 17, 2017Updated 9 years ago
- ☆16Jun 13, 2022Updated 4 years ago
- pytorch codes☆51Aug 30, 2019Updated 7 years ago
- Pytorch implementation of DeepLab V3+☆13Apr 13, 2019Updated 7 years ago
- Factor Graph Framework for Distributed Machine and Reinforcement Learning☆10Apr 1, 2019Updated 7 years ago
- Keras implementation of knowledge distillation(Hinton, et al. 2015)☆18Oct 13, 2018Updated 8 years ago
- ☆16Dec 8, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- contains data to be used with machine learning☆10Jul 28, 2017Updated 9 years ago
- Binary Neural Network on IceStick FPGA.☆55Jul 11, 2018Updated 8 years ago
- PyTorch implementation of "Distilling the Knowledge in a Neural Network" for model compression☆59Nov 18, 2017Updated 8 years ago
- VoxSRC2022 workshop development kit☆19Jul 21, 2022Updated 4 years ago
- YOLOv3 in pytorch, trained on Pascal VOC 2007 dataset☆10May 16, 2020Updated 6 years ago
- A Python library to support long binary vectors☆22Apr 12, 2020Updated 6 years ago
- Coursera斯坦福大学《Social and Economic Networks: Models and Analysis》课程笔记☆37Dec 25, 2018Updated 7 years ago
- Code associated with our paper "Estimating Risk and Uncertainty in Reinforcement Learning"☆11Oct 3, 2023Updated 3 years ago
- Implementation of "Unsupervised Visual Representation Learning by Context Prediction" by C. Doersh, A. Gupta and A. A. Efros☆24Nov 18, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Pytorch implementation of the paper : A Global-local Attention Framework for Weakly Labelled Audio Tagging.☆13Feb 6, 2021Updated 5 years ago
- Code for Active Mixup in 2020 CVPR☆23Jan 11, 2022Updated 4 years ago
- Extract mfcc vectors and phones from TIMIT dataset☆17Mar 23, 2023Updated 3 years ago
- ☆12Oct 9, 2023Updated 3 years ago
- ☆10Dec 20, 2017Updated 8 years ago
- mxnet deploy version of pseudo-3d-residual-networks(P-3D), sport1m and Kinetics pretrained model is supported☆13Jul 27, 2018Updated 8 years ago
- ☆54Jun 3, 2020Updated 6 years ago