| Representation Compensation Networks for Continual Semantic Segmentation | Mar 10, 2022 | Class Incremental LearningContinual Learning | CodeCode Available | 1 | 5 |
| PrePrompt: Predictive prompting for class incremental learning | May 13, 2025 | Classifier calibrationclass-incremental learning | CodeCode Available | 1 | 5 |
| Few-shot Class-incremental Learning for 3D Point Cloud Objects | May 30, 2022 | 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 via Training-Free Prototype Calibration | Dec 8, 2023 | 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 |
| 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 |
| 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 |
| Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning | Jan 3, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| FOSTER: Feature Boosting and Compression for Class-Incremental Learning | Apr 10, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Forward Compatible Few-Shot Class-Incremental Learning | Mar 14, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Forget-free Continual Learning with Soft-Winning SubNetworks | Mar 27, 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 |
| Multi-Site Class-Incremental Learning with Weighted Experts in Echocardiography | Jul 31, 2024 | 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 |
| Multi-stream Fusion for Class Incremental Learning in Pill Image Classification | Oct 5, 2022 | Classificationclass-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 |
| A Strategy for an Uncompromising Incremental Learner | May 2, 2017 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| MIND: Multi-Task Incremental Network Distillation | Dec 5, 2023 | 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 |
| Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning | May 22, 2024 | 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 |
| 12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning | Mar 12, 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 |
| Memory-Free Generative Replay For Class-Incremental Learning | Sep 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Enhancing Robustness in Incremental Learning with Adversarial Training | Dec 6, 2023 | Adversarial Robustnessclass-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 |
| Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges | Nov 22, 2023 | 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 |
| Learning a Unified Classifier Incrementally via Rebalancing | Jun 1, 2019 | Class Incremental LearningIncremental Learning | CodeCode Available | 0 | 5 |
| Deep Class Incremental Learning from Decentralized Data | Mar 11, 2022 | 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 |
| IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation | Feb 7, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Dataset Knowledge Transfer for Class-Incremental Learning without Memory | Oct 16, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data | Jun 7, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| An Efficient Memory Module for Graph Few-Shot Class-Incremental Learning | Nov 11, 2024 | 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 |
