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Model Compression
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General
• 4 methods
Methods
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Method
Year
Papers
Pruning
Pruning Filters for Efficient ConvNets
2016
2731
Soups
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
2022
13
NNCF
Neural Network Compression Framework for fast model inference
2020
2
CORAD
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding
2019
1