Generative Auto-Encoder

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Table of contents

1 Introduction 
1.1 Catastrophic forgetting in Continual Learning
1.2 Focus of the thesis
1.3 Content of the thesis
1.3.1 List of publications and patents
2 Background 
2.1 Background
2.2 Neural Networks
2.2.1 Autoencoders
2.2.2 Adversarial examples
2.2.3 Feature extraction
2.2.4 Distillation
2.3 Continual learning
2.3.1 Multi-head vs Single-head settings
2.3.2 Scenarios
2.3.3 Metrics
2.3.4 Terminology
2.4 Datasets
List of Figures