Harnessing Synthetic Datasets: The Role of Shape Bias in Deep Neural Network Generalization.
Elior BenarousSotiris AnagnostidisLuca BiggioThomas HofmannPublished in: CoRR (2023)
Keyphrases
- synthetic datasets
- neural network
- real life
- real dataset
- experimental study
- synthetic data
- real world
- artificial neural networks
- shape model
- neural network model
- shape features
- neural network is trained
- original data
- genetic algorithm
- shape representation
- bp neural network
- pattern recognition
- recurrent neural networks
- shape analysis
- inductive bias
- data mining
- knn
- feed forward
- data sets
- self organizing maps
- experimental evaluation