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class-incremental learning

284 papers

CIL CLASS-IL

Papers

Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022 Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022 Class-Incremental Learning With Strong Pre-Trained Models CVPR 2022 Constrained Few-Shot Class-Incremental Learning CVPR 2022 Continual Learning with Evolving Class Ontologies NeurIPS 2022 Dataset Knowledge Transfer for Class-Incremental Learning Without Memory WACV 2022 Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation NeurIPS 2022 Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022 Federated Class-Incremental Learning CVPR 2022 Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022 Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022 General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022 Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation NeurIPS 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 Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022 Online Continual Learning via Candidates Voting WACV 2022 Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning CVPR 2022 Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection AAAI 2022 Subspace Regularizers for Few-Shot Class Incremental Learning ICLR 2022 Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021 Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning ICCV 2021 Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021