| 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 | 5 |
| A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks | Sep 20, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Constrained Few-shot Class-incremental Learning | Mar 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning | Apr 23, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks | Jul 10, 2018 | 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 Based on OOD Detection and Task Masking | Mar 17, 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 |
| A Theoretical Study on Solving Continual Learning | Nov 4, 2022 | 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 |
| Audio-Visual Class-Incremental Learning | Aug 21, 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 |
| Co-Transport for Class-Incremental Learning | Jul 27, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Data-Free Class-Incremental Hand Gesture Recognition | Jan 1, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Distilling Causal Effect of Data in Class-Incremental Learning | Mar 2, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Avalanche: an End-to-End Library for Continual Learning | Apr 1, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Dark Experience for General Continual Learning: a Strong, Simple Baseline | Apr 15, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| AIR: Analytic Imbalance Rectifier for Continual Learning | Aug 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning | Dec 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning | Dec 24, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Class-Incremental Grouping Network for Continual Audio-Visual Learning | Sep 11, 2023 | audio-visual learningclass-incremental learning | CodeCode Available | 1 | 5 |
| Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation | Apr 2, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Class-Incremental Exemplar Compression for Class-Incremental Learning | Mar 24, 2023 | Bilevel Optimizationclass-incremental learning | CodeCode Available | 1 | 5 |
