DushyantaDhyani / kdtfLinks
Knowledge Distillation using Tensorflow
☆140Updated 6 years ago
Alternatives and similar repositories for kdtf
Users that are interested in kdtf are comparing it to the libraries listed below
Sorting:
- Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)☆265Updated 6 years ago
- A machine learning experiment☆180Updated 8 years ago
- Implementation of model compression with knowledge distilling method.☆342Updated 9 years ago
- Teaches a student network from the knowledge obtained via training of a larger teacher network☆160Updated 7 years ago
- Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf☆264Updated 6 years ago
- The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.☆312Updated 7 years ago
- A universal and efficient framework for training well-performing light net☆125Updated 8 years ago
- ☆169Updated 4 years ago
- Focal Loss of multi-classification in tensorflow☆80Updated 6 years ago
- Network acceleration methods☆178Updated 4 years ago
- Keras + tensorflow experiments with knowledge distillation on EMNIST dataset☆34Updated 8 years ago
- a list of awesome papers on deep model ompression and acceleration☆349Updated 4 years ago
- Random miniprojects with pytorch.☆170Updated 7 years ago
- Corrupted labels and label smoothing☆129Updated 8 years ago
- Cyclic learning rate TensorFlow implementation.☆66Updated 6 years ago
- The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API☆112Updated 3 years ago
- An implementation for mnist center loss training and visualization☆75Updated 7 years ago
- my simple tutorial for mxnet, a fast deep learning framework☆103Updated 7 years ago
- Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)☆106Updated 6 years ago
- This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …☆76Updated 8 years ago
- Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU supp…☆170Updated 7 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Updated last year
- A large scale study of Knowledge Distillation.☆220Updated 5 years ago
- Label Refinery: Improving ImageNet Classification through Label Progression☆279Updated 7 years ago
- Complementary code for the Targeted Dropout paper☆255Updated 6 years ago
- Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN☆29Updated 8 years ago
- FitNets: Hints for Thin Deep Nets☆212Updated 10 years ago
- Large-Margin Softmax Loss, Angular Softmax Loss, Additive Margin Softmax, ArcFaceLoss And FocalLoss In Tensorflow☆106Updated 6 years ago
- A lightweight class for saving the best Tensorflow checkpoints.☆103Updated 7 years ago
- Implementation of "Iterative pruning" on TensorFlow☆160Updated 4 years ago