continual learning

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 Meta-Attention for ViT-Backed Continual Learning CVPR 2022 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022 Mimicking the Oracle: An Initial Phase Decorrelation Approach for 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 Model Zoo: A Growing Brain That Learns Continually ICLR 2022 Modular Lifelong Reinforcement Learning via Neural Composition ICLR 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 Neurocoder: General-Purpose Computation Using Stored Neural Programs ICML 2022 NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks ICML 2022 NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation NeurIPS 2022 Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022 Object Pursuit: Building a Space of Objects via Discriminative Weight Generation ICLR 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 Adaptation with Active Self-Training AISTATS 2022 Online Continual Learning of End-to-End Speech Recognition Models Interspeech 2022