Class Incremental Continual Learning with Self-Organizing Maps and Synthetic Replay
cs.LG
Submitted: 2025-08-28
Updated: 2026-08-27
Terminology
Sources
- Online Continual Learning with Maximally Interfered Retrieval
- Gradient based sample selection for online continual learning
- VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning
- Continual Learning with Self-Organizing Maps
- Dark Experience for General Continual Learning: a Strong, Simple Baseline
- New Insights on Reducing Abrupt Representation Change in Online Continual Learning
- Efficient Lifelong Learning with A-GEM
- CLA: Latent Alignment for Online Continual Self-Supervised Learning
- Auto-Encoding Variational Bayes
- Learning without Forgetting
- Gradient Episodic Memory for Continual Learning
- Representational Continuity for Unsupervised Continual Learning
- Continual Competitive Memory: A Neural System for Online Task-Free Lifelong Learning
- Dendritic Self-Organizing Maps for Continual Learning
- iCaRL: Incremental Classifier and Representation Learning
- Tree-CNN: A Hierarchical Deep Convolutional Neural Network for Incremental Learning
- Progressive Neural Networks
- Progress & Compress: A scalable framework for continual learning
- Continual Learning with Deep Generative Replay
- Very Deep Convolutional Networks for Large-Scale Image Recognition
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