Continual Semi-Supervised Learning

Chapter 1 International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines

Chapter 2 Unsupervised Continual Learning via Pseudo Labels

Chapter 4 Unsupervised Continual Learning via Self-adaptive Deep Clustering Approach

Chapter 5 Evaluating Continual Learning Algorithms by Generating 3D Virtual Environments

Chapter 6 A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning

Chapter 7 SPeCiaL: Self-supervised Pretraining for Continual Learning

Chapter 8 Distilled Replay: Overcoming Forgetting Through Synthetic Samples

Chapter 9 Self-supervised Novelty Detection for Continual Learning: A Gradient-Based Approach Boosted by Binary Classification