I. INTRODUCTION

II. PARAMETER PRUNING AND QUANTIZATION

III. LOW-RANK APPROXIMATION AND SPARSITY

IV. TRANSFERRED/COMPACT CONVOLUTIONAL FILTERS

V. KNOWLEDGE DISTILLATION

VI. OTHER TYPES OF APPROACHES

VII. BENCHMARKS, EVALUATION AND DATABASES

VIII. CHALLENGES AND FUTURE WORK