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☆180Oct 20, 2017Updated 8 years ago
- ☆13Apr 10, 2017Updated 9 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.☆342Jan 3, 2017Updated 9 years ago
- Code release to reproduce ASHA experiments from "Random Search and Reproducibility for NAS."☆22Nov 14, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Awesome Knowledge Distillation☆3,901May 25, 2026Updated 2 months 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 6 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
- Reading data into tensorflow using tf.data function☆14Aug 28, 2019Updated 6 years ago
- ☆13May 10, 2018Updated 8 years ago
- Scripts for exporting Kaldi labeled data into TensorFlow☆12Jul 31, 2019Updated 7 years ago
- Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA (DATE-19)☆15Jan 29, 2021Updated 5 years ago
- GBDT结合LR的二分类模型,封装成了一个类。scikit-learn风格,可以fit和predict。有run_demo☆11Sep 5, 2019Updated 6 years ago
- ☆51Aug 8, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Baseline Code for CVPR 2023 paper. "Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline".☆15Sep 21, 2023Updated 2 years ago
- A simplify version of mobilenet, with less group and feature maps, trained on Imagenet.☆17Jul 17, 2017Updated 9 years ago
- ☆16Jun 13, 2022Updated 4 years ago
- Pytorch implementation of DeepLab V3+☆13Apr 13, 2019Updated 7 years ago
- Facial-Expression Recognition with Deep Neural Networks☆10Mar 6, 2016Updated 10 years ago
- Keras implementation of knowledge distillation(Hinton, et al. 2015)☆19Oct 13, 2018Updated 7 years ago
- Factor Graph Framework for Distributed Machine and Reinforcement Learning☆10Apr 1, 2019Updated 7 years ago
- Chinese Semantic Role Labeling with Bidirectional Recurrent Neural Networks☆17Dec 22, 2017Updated 8 years ago
- Binary Neural Network on IceStick FPGA.☆55Jul 11, 2018Updated 8 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.
- ☆17Aug 29, 2019Updated 6 years ago
- https://arxiv.org/pdf/1806.03589v2.pdf☆11Mar 24, 2021Updated 5 years ago
- Official Pytorch implementation of "Generalized Supervised Contrastive Learning Framework"☆13Jun 23, 2022Updated 4 years ago
- Computer Vision - Assignment☆18Dec 16, 2019Updated 6 years ago
- PyTorch implementation of "Distilling the Knowledge in a Neural Network" for model compression☆59Nov 18, 2017Updated 8 years ago
- ☆14Apr 18, 2019Updated 7 years ago
- VoxSRC2022 workshop development kit☆19Jul 21, 2022Updated 4 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
- YOLOv3 in pytorch, trained on Pascal VOC 2007 dataset☆10May 16, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ConvNCF (Convolutional Neural Collaborative Filtering) model implement in pytorch☆13Jul 10, 2019Updated 7 years ago
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆12Sep 28, 2020Updated 5 years ago
- Sample Angular application for dog breed detection, where target Keras model hosted by TensorFlow Serving☆12Oct 25, 2018Updated 7 years ago
- Code for Active Mixup in 2020 CVPR☆23Jan 11, 2022Updated 4 years ago
- DenseCL + regionCL-D☆15Dec 27, 2022Updated 3 years ago
- Extract mfcc vectors and phones from TIMIT dataset☆17Mar 23, 2023Updated 3 years ago
- caffe dice loss python/c++ layer☆12Feb 9, 2022Updated 4 years ago