adri-romsor / FitNets

Related projects ⓘ

Alternatives and complementary repositories for FitNets

• antspy / quantized_distillation
  Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"
  ☆329Updated 3 months ago
• YingZhangDUT / Deep-Mutual-Learning
  TensorFlow Implementation of Deep Mutual Learning
  ☆319Updated 6 years ago
• imirzadeh / Teacher-Assistant-Knowledge-Distillation
  Using Teacher Assistants to Improve Knowledge Distillation: https://arxiv.org/pdf/1902.03393.pdf
  ☆258Updated 5 years ago
• chengshengchan / model_compression
  Implementation of model compression with knowledge distilling method.
  ☆346Updated 7 years ago
• wenwei202 / caffe
  Caffe for Sparse and Low-rank Deep Neural Networks
  ☆378Updated 4 years ago
• liuzechun / MetaPruning
  MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.
  ☆351Updated 4 years ago
• lenscloth / RKD
  Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019
  ☆394Updated 3 years ago
• jack-willturner / deep-compression
  Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
  ☆174Updated 2 years ago
• ucbdrive / skipnet
  Code for SkipNet: Learning Dynamic Routing in Convolutional Networks (ECCV 2018)
  ☆234Updated 5 years ago
• junyuseu / pytorch-cifar-models
  3.41% and 17.11% error on CIFAR-10 and CIFAR-100
  ☆328Updated 5 years ago
• D-X-Y / NAS-Bench-201
  NAS-Bench-201 API and Instruction
  ☆625Updated 4 years ago
• he-y / soft-filter-pruning
  Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
  ☆376Updated 5 years ago
• liuzhuang13 / slimming
  Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
  ☆560Updated 5 years ago
• sun254 / awesome-model-compression-and-acceleration
  a list of awesome papers on deep model ompression and acceleration
  ☆349Updated 3 years ago
• sseung0703 / KD_methods_with_TF
  Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
  ☆266Updated 5 years ago
• csyhhu / L-OBS
  Codes for Layer-wise Optimal Brain Surgeon
  ☆75Updated 5 years ago
• andreasveit / convnet-aig
  PyTorch implementation for Convolutional Networks with Adaptive Inference Graphs
  ☆185Updated 6 years ago
• Roll920 / ThiNet
  caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342
  ☆146Updated 6 years ago
• eladhoffer / convNet.pytorch
  ConvNet training using pytorch
  ☆347Updated 3 years ago
• gaohuang / MSDNet
  Multi-Scale Dense Networks for Resource Efficient Image Classification （ICLR 2018 Oral）
  ☆462Updated 5 years ago
• thaonguyen19 / ModelDistillation-PyTorch
  PyTorch implementation of "Distilling the Knowledge in a Neural Network" for model compression
  ☆59Updated 7 years ago
• Tushar-N / blockdrop
  BlockDrop: Dynamic Inference Paths in Residual Networks
  ☆140Updated last year
• hessamb / label-refinery
  Label Refinery: Improving ImageNet Classification through Label Progression
  ☆280Updated 6 years ago
• Astrodyn94 / SNAS-Stochastic-Neural-Architecture-Search-
  Pytorch implementation of SNAS
  ☆75Updated 5 years ago
• eladhoffer / quantized.pytorch
  ☆213Updated 5 years ago
• enyac-group / single-path-nas
  Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours
  ☆396Updated 3 years ago
• bhheo / AB_distillation
  Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
  ☆104Updated 5 years ago
• han-cai / PathLevel-EAS
  Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.
  ☆113Updated 6 years ago
• irapha / replayed_distillation
  Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv!)
  ☆79Updated 6 years ago
• chengtaipu / lowrankcnn
  Low-rank convolutional neural networks
  ☆96Updated 8 years ago