A Heuristic Exploration of Retraining-free Weight-Sharing for CNN Compression.
Etienne DupuisDavid NovoIan O'ConnorAlberto BosioPublished in: ASP-DAC (2022)
Keyphrases
- lossless compression
- compression ratio
- compression rate
- image compression
- search strategies
- cellular neural networks
- data compression
- compression algorithm
- exploration strategy
- compression scheme
- tabu search
- information sharing
- convolutional neural network
- heuristic solution
- data sharing
- solution quality
- knowledge sharing
- simulated annealing
- search algorithm
- constraint satisfaction
- dynamic programming
- combinatorial optimization
- weighting scheme
- hidden markov models
- exact algorithms
- beam search
- optimal solution
- reinforcement learning
- weight function
- decision trees
- data sets