| F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning | Mar 23, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks | Sep 20, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Federated Class-Incremental Learning | Mar 22, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning | Jan 4, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | Jul 10, 2018 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks | Mar 31, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-shot Class-incremental Learning for 3D Point Cloud Objects | May 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| A Theoretical Study on Solving Continual Learning | Nov 4, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers | Apr 9, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Audio-Visual Class-Incremental Learning | Aug 21, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt | Mar 14, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer | Aug 7, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning via Dual Augmentation | Dec 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning for Wireless Device Identification in IoT | May 8, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class Incremental Learning via Likelihood Ratio Based Task Prediction | Sep 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning with Generative Classifiers | Apr 20, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation | Apr 2, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| AIR: Analytic Imbalance Rectifier for Continual Learning | Aug 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Avalanche: an End-to-End Library for Continual Learning | Apr 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning | Dec 24, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning | May 30, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning | Mar 15, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training | Apr 11, 2025 | 3D geometryclass-incremental learning | CodeCode Available | 1 |
| Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels | May 12, 2020 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
