Resource-Aware Saliency-Guided Differentiable Pruning for Deep Neural Networks.
Uttej KallakuriEdward HumesTinoosh MohseninPublished in: ACM Great Lakes Symposium on VLSI (2024)
Keyphrases
- neural network
- back propagation
- search space
- genetic algorithm
- objective function
- artificial neural networks
- feed forward
- neural network model
- pruning method
- multi layer
- neural nets
- saliency map
- tree pruning
- fuzzy logic
- loss function
- salient object detection
- effective pruning
- pattern recognition
- saliency detection
- pruning algorithm
- data sets
- salient region detection
- saliency estimation
- attention mechanism
- pruning methods
- deep learning
- recurrent neural networks
- multilayer perceptron
- visual attention
- multiscale