| NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning | Aug 18, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning | Nov 23, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Federated Class-Incremental Learning with New-Class Augmented Self-Distillation | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Continual Learning Based on OOD Detection and Task Masking | Mar 17, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning | Jun 17, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Continual Learning: Forget-free Winning Subnetworks for Video Representations | Dec 19, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data | Apr 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks | Mar 31, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration | Dec 8, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Continual Learning Using a Kernel-Based Method Over Foundation Models | Dec 20, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Brain-inspired replay for continual learning with artificial neural networks | Aug 13, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| NTK-Guided Few-Shot Class Incremental Learning | Mar 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches | Jul 8, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Incremental Learning with Continually Evolved Classifiers | Apr 7, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models | Dec 28, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| A Multi-Head Model for Continual Learning via Out-of-Distribution Replay | Aug 20, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| On Tiny Episodic Memories in Continual Learning | Feb 27, 2019 | Class Incremental LearningContinual Learning | CodeCode Available | 1 | 5 |
| Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams | Sep 2, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Class-Incremental Learning with Repetition | Jan 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class-incremental Learning with Rectified Feature-Graph Preservation | Dec 15, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class-incremental Learning with Pre-allocated Fixed Classifiers | Oct 16, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class Incremental Learning with Multi-Teacher Distillation | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Active Class Incremental Learning for Imbalanced Datasets | Aug 25, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Memory-Free Generative Replay For Class-Incremental Learning | Sep 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class-Incremental Learning via Knowledge Amalgamation | Sep 5, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Activating Sparse Part Concepts for 3D Class Incremental Learning | Jan 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class-incremental Learning via Deep Model Consolidation | Mar 19, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets | Mar 10, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution | Apr 10, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis | Sep 4, 2019 | BIG-bench Machine Learningclass-incremental learning | CodeCode Available | 0 | 5 |
| A Strategy for an Uncompromising Incremental Learner | May 2, 2017 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class-incremental learning: survey and performance evaluation on image classification | Oct 28, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks | Oct 11, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning | Oct 30, 2023 | Anomaly Detectionclass-incremental learning | CodeCode Available | 0 | 5 |
| A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks | Nov 3, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Learning a Unified Classifier Incrementally via Rebalancing | Jun 1, 2019 | Class Incremental LearningIncremental Learning | CodeCode Available | 0 | 5 |
| Enhancing Robustness in Incremental Learning with Adversarial Training | Dec 6, 2023 | Adversarial Robustnessclass-incremental learning | CodeCode Available | 0 | 5 |
| L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning | Jun 1, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Large Scale Incremental Learning | May 30, 2019 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class-Incremental Learning based on Label Generation | Jun 22, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Knowledge Transfer-Driven Few-Shot Class-Incremental Learning | Jun 19, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges | Nov 22, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning | Mar 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation | Feb 7, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Class Balance Matters to Active Class-Incremental Learning | Dec 9, 2024 | Active Learningclass-incremental learning | CodeCode Available | 0 | 5 |
| Class Impression for Data-free Incremental Learning | Jun 26, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning | Jul 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Deep Class Incremental Learning from Decentralized Data | Mar 11, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Initial Classifier Weights Replay for Memoryless Class Incremental Learning | Aug 31, 2020 | Allclass-incremental learning | CodeCode Available | 0 | 5 |
