Model Compression

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General • 5 methods

Methods

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Method	Year	Papers
Pruning Pruning Filters for Efficient ConvNets	2016	3398
DST Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science	2017	198
Soups Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time	2022	18
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