Algorithms

We have implemented many methods which are grouped as followed:

• Knowledge Distillation (KD)

• Pruning

• Quantization

• Binarization

In our current version, we deployed the above methods.

• Knowledge Distillation
  • Response KD
    • Abstract
    • Results and models
    • Citation
  • Factor Transfer
    • Abstract
    • Results and models
    • Citation
  • Attention Transfer
    • Abstract
    • Results and models
    • Citation
• Pruning
  • CHIPNET
    • Abstract
    • Results and models
    • Citation
  • Networking Slimming
    • Abstract
    • Results and models
    • Citation
  • GROWTH REGULARIZATION
    • Abstract
    • Results and models
    • Citation
• Quantization
  • BitSplit
    • Abstract
    • Results and models
  • BRECQ
    • Abstract
    • Results and models
    • Citation
  • LAPQ
    • Abstract
    • Results and models
    • Citation
• Quantization
  • BirealNet
    • Abstract
    • Results and models
    • Citation
  • ReActNet
    • Abstract
    • Results and models
    • Citation
  • BNN-BN
    • Abstract
    • Results and models
    • Citation