Alternatives and similar repositories for kdtf

Users that are interested in kdtf are comparing it to the libraries listed below

• sseung0703 / KD_methods_with_TF
  Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
  ☆265Updated 5 years ago
• TropComplique / knowledge-distillation-keras
  A machine learning experiment
  ☆180Updated 7 years ago
• chengshengchan / model_compression
  Implementation of model compression with knowledge distilling method.
  ☆343Updated 8 years ago
• sun254 / awesome-model-compression-and-acceleration
  a list of awesome papers on deep model ompression and acceleration
  ☆351Updated 4 years ago
• antspy / quantized_distillation
  Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"
  ☆335Updated 11 months ago
• sseung0703 / Knowledge_distillation_via_TF2.0
  The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
  ☆110Updated 3 years ago
• mrgloom / Network-Speed-and-Compression
  Network acceleration methods
  ☆177Updated 4 years ago
• bhheo / AB_distillation
  Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
  ☆105Updated 5 years ago
• thaonguyen19 / ModelDistillation-PyTorch
  PyTorch implementation of "Distilling the Knowledge in a Neural Network" for model compression
  ☆58Updated 7 years ago
• adri-romsor / FitNets
  FitNets: Hints for Thin Deep Nets
  ☆208Updated 10 years ago
• imirzadeh / Teacher-Assistant-Knowledge-Distillation
  Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf
  ☆259Updated 5 years ago
• zhougr1993 / Rocket-Launching
  A universal and efficient framework for training well-performing light net
  ☆124Updated 7 years ago
• a7b23 / Distilling-the-knowledge-in-neural-network
  Teaches a student network from the knowledge obtained via training of a larger teacher network
  ☆158Updated 7 years ago
• narumiruna / pytorch-distributed-example
  ☆169Updated 4 years ago
• Kyubyong / label_smoothing
  Corrupted labels and label smoothing
  ☆129Updated 7 years ago
• leonidk / pytorch-tf
  Converting a pretrained pytorch model to tensorflow
  ☆94Updated 8 years ago
• DingKe / pytorch_workplace
  Random miniprojects with pytorch.
  ☆171Updated 6 years ago
• ChiefGodMan / Focal-Loss-implement-on-Tensorflow
  The implementation of focal loss proposed on "Focal Loss for Dense Object Detection" by KM He and support for multi-label dataset.
  ☆313Updated 7 years ago
• hiteshvaidya / Model-Compression
  This is my final year project of Bachelor of Engineering. Its still incomplete though. I am trying to replicate the research paper "Deep …
  ☆76Updated 7 years ago
• wanglouis49 / pytorch-weights_pruning
  PyTorch Implementation of Weights Pruning
  ☆185Updated 7 years ago
• johnkorn / distillation
  Keras + tensorflow experiments with knowledge distillation on EMNIST dataset
  ☆34Updated 7 years ago
• HiKapok / tf.extra_losses
  Large-Margin Softmax Loss, Angular Softmax Loss, Additive Margin Softmax, ArcFaceLoss And FocalLoss In Tensorflow
  ☆106Updated 6 years ago
• youzhonghui / gate-decorator-pruning
  Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
  ☆196Updated 5 years ago
• chester256 / Model-Compression-Papers
  Papers for deep neural network compression and acceleration
  ☆399Updated 4 years ago
• irapha / replayed_distillation
  Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)
  ☆81Updated 7 years ago
• L1aoXingyu / mxnet-tutorial
  my simple tutorial for mxnet, a fast deep learning framework
  ☆103Updated 6 years ago
• shaohua0116 / Group-Normalization-Tensorflow
  A TensorFlow implementation of Group Normalization on the task of image classification
  ☆208Updated 6 years ago
• younghwanoh / impl-pruning-TF
  Implementation of "Iterative pruning" on TensorFlow
  ☆160Updated 4 years ago
• ex4sperans / pruning_with_tensorflow
  I demonstrate how to compress a neural network using pruning in tensorflow.
  ☆78Updated 7 years ago
• tejasgodambe / knowledge-distillation
  Transfer knowledge from a large DNN or an ensemble of DNNs into a small DNN
  ☆28Updated 8 years ago