Alternatives and similar repositories for ModelDistillation-PyTorch

Users that are interested in ModelDistillation-PyTorch are comparing it to the libraries listed below

• AaronHeee / MEAL
  Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019
  ☆176Updated 5 years ago
• imirzadeh / Teacher-Assistant-Knowledge-Distillation
  Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf
  ☆263Updated 6 years ago
• a7b23 / Distilling-the-knowledge-in-neural-network
  Teaches a student network from the knowledge obtained via training of a larger teacher network
  ☆159Updated 7 years ago
• bhheo / BSS_distillation
  Knowledge Distillation with Adversarial Samples Supporting Decision Boundary (AAAI 2019)
  ☆71Updated 6 years ago
• jack-willturner / deep-compression
  Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
  ☆181Updated 3 years ago
• YingZhangDUT / Deep-Mutual-Learning
  TensorFlow Implementation of Deep Mutual Learning
  ☆325Updated 7 years ago
• adri-romsor / FitNets
  FitNets: Hints for Thin Deep Nets
  ☆212Updated 10 years ago
• bhheo / AB_distillation
  Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
  ☆105Updated 6 years ago
• lenscloth / RKD
  Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
  ☆408Updated 4 years ago
• DefangChen / OKDDip
  [AAAI-2020] Official implementation for "Online Knowledge Distillation with Diverse Peers".
  ☆75Updated 2 years ago
• sseung0703 / KD_methods_with_TF
  Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
  ☆265Updated 6 years ago
• chxy95 / Deep-Mutual-Learning
  An unofficial implementation of 《Deep Mutual Learning》 by Pytorch to do classification on cifar100.
  ☆168Updated 5 years ago
• lixingjian / DELTA
  DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks https://arxiv.org/abs/1901.09229
  ☆66Updated 4 years ago
• wubaoyuan / CNN-FCF-CVPR-2019
  ☆25Updated 6 years ago
• TropComplique / image-classification-caltech-256
  Exploring CNNs and model quantization on Caltech-256 dataset
  ☆86Updated 8 years ago
• ShaohuiLin / GAL
  PyTorch implementation for GAL.
  ☆56Updated 5 years ago
• chenhang98 / mobileNet-v2_cifar10
  a pytorch implement of mobileNet v2 on cifar10
  ☆64Updated 3 years ago
• VITA-Group / Deep-K-Means-pytorch
  [ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"
  ☆152Updated 3 years ago
• SCUT-AILab / DCP
  Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”
  ☆182Updated 5 years ago
• zju-vipa / KamalEngine
  Knowledge Amalgamation Engine
  ☆99Updated last year
• xuguodong03 / SSKD
  [ECCV2020] Knowledge Distillation Meets Self-Supervision
  ☆237Updated 3 years ago
• Tushar-N / blockdrop
  BlockDrop: Dynamic Inference Paths in Residual Networks
  ☆143Updated 3 years ago
• kalviny / IMTA
  ☆47Updated 6 years ago
• passalis / probabilistic_kt
  Probabilistic Knowledge Transfer for Deep Neural Networks
  ☆41Updated 7 years ago
• wanglouis49 / pytorch-weights_pruning
  PyTorch Implementation of Weights Pruning
  ☆184Updated 7 years ago
• Astrodyn94 / SNAS-Stochastic-Neural-Architecture-Search-
  Pytorch implementation of SNAS
  ☆75Updated 7 years ago
• simochen / model-tools
  Tools for computing model parameters and FLOPs.
  ☆88Updated 7 years ago
• fmcp / EndToEndIncrementalLearning
  End-to-End Incremental Learning
  ☆67Updated 6 years ago
• yangze01 / Distilling_the_Knowledge_in_a_Neural_Network_pytorch
  ☆22Updated 3 years ago
• Newbeeer / L_DMI
  Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"
  ☆119Updated 2 years ago