adri-romsor / FitNetsView external linksLinks
FitNets: Hints for Thin Deep Nets
☆211May 14, 2015Updated 10 years ago
Alternatives and similar repositories for FitNets
Users that are interested in FitNets are comparing it to the libraries listed below
Sorting:
- Improving Convolutional Networks via Attention Transfer (ICLR 2017)☆1,463Jul 11, 2018Updated 7 years ago
- ☆137Oct 22, 2018Updated 7 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆264Oct 3, 2019Updated 6 years ago
- Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)☆106Sep 9, 2019Updated 6 years ago
- Implementation of model compression with knowledge distilling method.☆342Jan 3, 2017Updated 9 years ago
- Awesome Knowledge Distillation☆3,811Dec 25, 2025Updated last month
- Object detection using AZ-Net☆44Jan 30, 2017Updated 9 years ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,981Mar 25, 2023Updated 2 years ago
- Caffe implementation for dynamic network surgery.☆189Aug 15, 2017Updated 8 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆414May 17, 2021Updated 4 years ago
- Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN☆29May 8, 2017Updated 8 years ago
- ☆17May 31, 2016Updated 9 years ago
- Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization☆585Feb 15, 2023Updated 3 years ago
- A universal and efficient framework for training well-performing light net☆125Aug 30, 2017Updated 8 years ago
- knowledge distillation papers☆767Feb 10, 2023Updated 3 years ago
- RNN with differentiable structure (number of neurons)☆22Aug 1, 2016Updated 9 years ago
- Multi-Residual Networks☆23Nov 25, 2016Updated 9 years ago
- PyTorch implementation for OD-cheap-convolution.☆20Sep 29, 2019Updated 6 years ago
- ImageNet classification using binary Convolutional Neural Networks☆866Dec 5, 2017Updated 8 years ago
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆265Nov 21, 2019Updated 6 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,086May 2, 2024Updated last year
- ContextLocNet: Context-aware Deep Network Models for Weakly Supervised Localization (ECCV 2016)☆87Apr 6, 2017Updated 8 years ago
- Caffe re-implementation of dynamic network surgery.☆18Jun 15, 2018Updated 7 years ago
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆1,064Nov 28, 2018Updated 7 years ago
- ☆57Dec 8, 2020Updated 5 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,742Nov 25, 2021Updated 4 years ago
- ☆31Jun 18, 2020Updated 5 years ago
- ☆34Aug 20, 2023Updated 2 years ago
- A simple pytorch implementation of Differentiable Architecture Search (DARTS)☆22Aug 27, 2019Updated 6 years ago
- TensorFlow Implementation of Deep Mutual Learning☆326Apr 10, 2018Updated 7 years ago
- Code for SDS☆58Sep 8, 2015Updated 10 years ago
- Source code for 'Knowledge Distillation via Instance Relationship Graph'☆30Jun 13, 2019Updated 6 years ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,654May 30, 2023Updated 2 years ago
- ☆12Oct 8, 2016Updated 9 years ago
- Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019☆177Feb 20, 2020Updated 5 years ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,426Oct 16, 2023Updated 2 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆280Dec 16, 2022Updated 3 years ago
- ☆51Aug 8, 2019Updated 6 years ago