1 Introduction
2 Related Work
2.1 Quantization
2.2 Low-rank Approximation
2.3 Knowledge Distillation
2.4 Pruning
3 Methodology
3.1 Quantization
3.2 Knowledge Distillation
3.3 Pruning
3.4 Low-rank Approximation
4 Experiments
4.1 Experimental Settings
4.2 Comparison of Different Model Compression Methods
4.3 Exploration of Mixed Methods
5 Conclusion