continual learning

MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023 MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023 Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023 Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees NeurIPS 2023 Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning Interspeech 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning ICCV 2023 Nearly Optimal Bounds for Cyclic Forgetting NeurIPS 2023 Neural Weight Search for Scalable Task Incremental Learning WACV 2023 Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal ICML 2023 Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research JMLR 2023 New Insights for the Stability-Plasticity Dilemma in Online Continual Learning ICLR 2023 Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023 NPCL: Neural Processes for Uncertainty-Aware Continual Learning NeurIPS 2023 Online Bias Correction for Task-Free Continual Learning ICLR 2023 Online Boundary-Free Continual Learning by Scheduled Data Prior ICLR 2023 Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning ICCV 2023 Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics Interspeech 2023 Online Continual Learning on Hierarchical Label Expansion ICCV 2023 Online Model Adaptation with Feedforward Compensation CoRL 2023 Online Prototype Learning for Online Continual Learning ICCV 2023 On the Convergence of Continual Learning with Adaptive Methods UAI 2023 On the Soft-Subnetwork for Few-Shot Class Incremental Learning ICLR 2023 On the Stability-Plasticity Dilemma in Continual Meta-Learning: Theory and Algorithm NeurIPS 2023 On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023