Continual Learning

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 NLMs: Augmenting Negation in Language Models EMNLP 2023 Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning EMNLP 2023 Novel Motion Patterns Matter for Practical Skeleton-Based Action Recognition AAAI 2023 Novel Slot Detection With an Incremental Setting EMNLP 2023 NPCL: Neural Processes for Uncertainty-Aware Continual Learning NeurIPS 2023 OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling NeurIPS 2023 One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object AAAI 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 Hyperparameter Optimization for Class-Incremental Learning AAAI 2023 Online Model Adaptation with Feedforward Compensation CoRL 2023 Online Noisy Continual Relation Learning AAAI 2023 Online Prototype Learning for Online Continual Learning ICCV 2023 Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023 On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023 On the Convergence of Continual Learning with Adaptive Methods UAI 2023 On the Effectiveness of Curriculum Learning in Educational Text Scoring AAAI 2023 On-the-Fly Category Discovery CVPR 2023 On the Soft-Subnetwork for Few-Shot Class Incremental Learning ICLR 2023