Ada-QPacknet - adaptive pruning with bit width reduction as an efficient continual learning method without forgetting.
Marcin PietronDominik ZurekKamil FaberRoberto CorizzoPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- cost function
- prior knowledge
- high accuracy
- incremental learning
- detection method
- clustering method
- experimental evaluation
- significant improvement
- neural nets
- learning process
- highly efficient
- computationally efficient
- learning systems
- learning scheme
- logic programs
- learning tasks
- high precision
- classification method
- pruning method
- segmentation algorithm
- unsupervised learning
- support vector machine
- classification accuracy
- probabilistic model
- computational cost
- search space
- preprocessing
- objective function