johnkorn / distillationLinks
Keras + tensorflow experiments with knowledge distillation on EMNIST dataset
☆34Updated 7 years ago
Alternatives and similar repositories for distillation
Users that are interested in distillation are comparing it to the libraries listed below
Sorting:
- A machine learning experiment☆180Updated 7 years ago
- Knowledge Distillation using Tensorflow☆142Updated 5 years ago
- Focal Loss of multi-classification in tensorflow☆81Updated 6 years ago
- resnet_cifar10_cifar100_imagenet☆13Updated 6 years ago
- Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN☆28Updated 8 years ago
- Simple Tensorflow implementation of Squeeze Excitation Networks (ResNeXt, Inception-v4, Inception-resnet-v2). Include focal loss, center …☆10Updated 7 years ago
- Try to use tf.estimator and tf.data together to train a cnn model.☆79Updated 7 years ago
- Keras implementation of temporal ensembling(semi-supervised learning)☆22Updated 6 years ago
- Focal Loss implementation by Keras with TensorFlow backend☆42Updated 7 years ago
- Keras implementation of AutoAugment.☆30Updated 6 years ago
- Implementation of Learning Rate Finder, SGDR and Cyclical Learning Rate in Keras☆29Updated 7 years ago
- An implementation for mnist center loss training and visualization☆75Updated 7 years ago
- keras implementation of AdamW from Fixing Weight Decay Regularization in Adam (https://arxiv.org/abs/1711.05101)☆71Updated 6 years ago
- RAdam optimizer for keras☆71Updated 5 years ago
- This is an implementation of compact bilinear CNN using keras☆24Updated 6 years ago
- A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.☆108Updated 6 years ago
- Implement Pruning Convolutional Neural Networks for Resource Efficient Inference with Keras framework☆16Updated 7 years ago
- Implementation in Keras of: Snapshot Ensembles: Train 1, get M for free (https://arxiv.org/abs/1704.00109)☆26Updated 6 years ago
- ☆22Updated 2 years ago
- Multi heads attention for image classification☆80Updated 7 years ago
- wrapping a keras optimizer to implement gradient accumulation☆119Updated 4 years ago
- Keras implementation of Octave Convolutions☆53Updated 6 years ago
- cnn compression for keras☆22Updated 6 years ago
- A practical example on how to combine both a CNN and a RNN to classify images.☆53Updated 8 years ago
- Tensorflow version implementation of focal loss for binary and multi classification☆110Updated 6 years ago
- Cyclic learning rate TensorFlow implementation.☆66Updated 6 years ago
- Knowledge distillation implemented in TensorFlow☆18Updated 7 years ago
- Dual Path Networks for Keras 2.0+☆113Updated 5 years ago
- PyTorch implementation of "Distilling the Knowledge in a Neural Network" for model compression☆58Updated 7 years ago
- YOLO-v2, ResNet-32, GoogLeNet-lite☆35Updated 6 years ago