Structural Pruning via Latency-Saliency Knapsack.
Maying ShenHongxu YinPavlo MolchanovLei MaoJianna LiuJose M. AlvarezPublished in: CoRR (2022)
Keyphrases
- structural information
- knapsack problem
- search space
- dynamic programming
- saliency map
- genetic algorithm
- pruning method
- upper bound
- response time
- visual attention
- structural features
- pruning strategy
- low latency
- neural network
- salient object detection
- feasible solution
- information content
- high level
- packing problem
- structural analysis
- salient region detection