catastrophic forgetting

Learning to Transfer with von Neumann Conditional Divergence AAAI 2022 Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022 Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022 Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization AAAI 2022 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NeurIPS 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022 Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022 Looking Back on Learned Experiences For Class/task Incremental Learning ICLR 2022 LPC: A Logits and Parameter Calibration Framework for Continual Learning EMNLP 2022 Maslow’s Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation ICML 2022 Memory Efficient Continual Learning with Transformers NeurIPS 2022 Memory Replay with Data Compression for Continual Learning ICLR 2022 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022 Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation NeurIPS 2022 Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022 Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022 Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022 Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NeurIPS 2022 On Continual Model Refinement in Out-of-Distribution Data Streams ACL 2022 On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022 Online Continual Learning through Mutual Information Maximization ICML 2022 Online Coreset Selection for Rehearsal-based Continual Learning ICLR 2022 On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning NeurIPS 2022 Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ACL 2022 Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022