class-incremental learning

Masked Autoencoders are Efficient Class Incremental Learners ICCV 2023 MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023 Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning AAAI 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning ICCV 2023 Online Continual Learning on Hierarchical Label Expansion ICCV 2023 Online Hyperparameter Optimization for Class-Incremental Learning AAAI 2023 On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023 Optimizing Mode Connectivity for Class Incremental Learning ICML 2023 Overcoming catastrophic forgetting with classifier expander ACML 2023 PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023 Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning ICLR 2023 Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation ICCV 2023 Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning CVPR 2023 Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023 Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation NeurIPS 2023 Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning ICCV 2023 Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding Interspeech 2023 Space-time Prompting for Video Class-incremental Learning ICCV 2023 SSFE-Net: Self-Supervised Feature Enhancement for Ultra-Fine-Grained Few-Shot Class Incremental Learning WACV 2023 Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023 Towards Open Temporal Graph Neural Networks ICLR 2023 Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR 2023 ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NeurIPS 2022 A Theoretical Study on Solving Continual Learning NeurIPS 2022