I. Introduction  
II. Methodology  
III. Compression Techniques  
A. Knowledge Distillation  
B. Network Pruning  
C. Network Quantization  
D. Low-Rank Matrix Factorization  
IV. Metrics and Datasets  
V. Performance Comparison  
VI. Discussion  
VII. Case Study  
VIII. Conclusion