Structural Pruning via Latency-Saliency Knapsack.
Maying ShenHongxu YinPavlo MolchanovLei MaoJianna LiuJose M. AlvarezPublished in: NeurIPS (2022)
Keyphrases
- knapsack problem
- dynamic programming
- structural information
- search space
- salient object detection
- response time
- visual saliency
- saliency map
- pruning algorithms
- real time
- prefetching
- feasible solution
- visual attention
- information content
- packing problem
- salient regions
- low latency
- pruning algorithm
- pruning method
- pruning methods
- optimal solution
- data sets