PyTorch implementation of "Distilling the Knowledge in a Neural Network" for model compression
☆59Nov 18, 2017Updated 8 years ago
Alternatives and similar repositories for ModelDistillation-PyTorch
Users that are interested in ModelDistillation-PyTorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Teaches a student network from the knowledge obtained via training of a larger teacher network☆162Mar 23, 2018Updated 8 years ago
- ☆23Nov 2, 2022Updated 3 years ago
- PyTorch implementation of "Distilling the Knowledge in a Neural Network"☆65Dec 18, 2021Updated 4 years ago
- Semi-supervised Adaptive Distillation is a model compression method for object detection.☆59Oct 9, 2019Updated 6 years ago
- THU-AIR 联邦学习隐私与安全☆13Jun 26, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,994Mar 25, 2023Updated 3 years ago
- FitNets: Hints for Thin Deep Nets☆209May 14, 2015Updated 11 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation☆27Nov 22, 2022Updated 3 years ago
- Variational Information Bottleneck☆16Nov 26, 2018Updated 7 years ago
- Gluon implementation of "Objects as Points", aka "CenterNet"☆35Nov 19, 2019Updated 6 years ago
- Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)☆81Feb 10, 2018Updated 8 years ago
- ☆10May 10, 2018Updated 8 years ago
- Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN☆29May 8, 2017Updated 9 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Implementation of model compression with knowledge distilling method.☆342Jan 3, 2017Updated 9 years ago
- Code for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"☆26Oct 30, 2019Updated 6 years ago
- A universal and efficient framework for training well-performing light net☆125Aug 30, 2017Updated 8 years ago
- Implementation of CVPR 2019 paper: Distilling Object Detectors with Fine-grained Feature Imitation☆419Jul 15, 2021Updated 4 years ago
- Some starter code for training/testing some basic CNN models given our data.☆10Feb 15, 2017Updated 9 years ago
- yolact, fcos, gluoncv☆14Nov 28, 2022Updated 3 years ago
- ☆12Jul 18, 2018Updated 7 years ago
- ☆12Dec 18, 2024Updated last year
- [NeurIPS 2025] Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM☆27Feb 10, 2026Updated 4 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Awesome Knowledge Distillation☆3,882May 25, 2026Updated 3 weeks ago
- Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning☆37Sep 28, 2021Updated 4 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆37Jan 28, 2019Updated 7 years ago
- Paper list of federated learning: About system design☆13Apr 13, 2022Updated 4 years ago
- Towards Optimal Structured CNN Pruning via Generative Adversarial Learning☆18Mar 23, 2019Updated 7 years ago
- ICLR Reproducibility Challenge: Generative Adversarial Models For Learning Private And Fair Representations☆12Jan 12, 2019Updated 7 years ago
- A collection of papers and libraries for performing multi-agent optimization☆19Jun 6, 2026Updated last week
- This repo is for reproducing our results in “Lipschitz Generative Adversarial Nets”.☆11Sep 26, 2020Updated 5 years ago
- Image Captioning Model Implemented in PyTorch using CNN followed by LSTM☆13Apr 5, 2018Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆11Dec 11, 2023Updated 2 years ago
- ☆11Feb 18, 2022Updated 4 years ago
- ☆12Sep 14, 2023Updated 2 years ago
- The official implementation of the paper "Free Fine-tuning: A Plug-and-Play Watermarking Scheme for Deep Neural Networks".☆19Apr 19, 2024Updated 2 years ago
- McPAT modeling framework☆13Oct 18, 2014Updated 11 years ago
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- A pytorch implementation of "Robust Facial Landmark Detection by Multi-order Multi-constrained Network"☆13Dec 9, 2020Updated 5 years ago