Incremental class learning using variational autoencoders with similarity learning

Keyphrases

• Catastrophic Forgetting 100%
• Variational Autoencoder 100%
• Similarity Learning 100%
• Class-incremental Learning 100%
• Loss Function 80%
• Incremental Learning 60%
• Angular Loss 40%
• Triplet Loss 40%
• State-of-the-art Techniques 20%
• Activation Function 20%
• Neural Network 20%
• Novel Technique 20%
• Learning Algorithm 20%
• Learning Techniques 20%
• Fully Connected Network 20%
• Neural Network Applications 20%
• Existing State 20%
• Similarity-based 20%
• Multiple Datasets 20%
• Challenging Problems 20%
• Learning Loss 20%
• Forgetting Rate 20%
• Algorithm of Functioning 20%
• Center Loss 20%
• Embedding Space 20%
• Mining Operations 20%
• Contrastive-center Loss 20%

Computer Science

• Class-Incremental Learning 100%
• Variational Autoencoder 100%
• Catastrophic Forgetting 100%
• Neural Network 40%
• Mining Technique 20%
• Learning Algorithm 20%
• Activation Function 20%
• Learning Technique 20%
• Connected Network 20%
• Embedding Space 20%

Social Sciences

• Loss Function 100%
• Neural Network 50%
• Learning Method 25%