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| CLIP with Generative Latent Replay: a Strong Baseline for Incremental Learning | Jul 22, 2024 | Class Incremental LearningContinual Learning | CodeCode Available | 0 |
| A Life-long Learning Intrusion Detection System for 6G-Enabled IoV | Jul 22, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion | Jul 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference | Jul 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| PASS++: A Dual Bias Reduction Framework for Non-Exemplar Class-Incremental Learning | Jul 19, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Addressing Imbalance for Class Incremental Learning in Medical Image Classification | Jul 18, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 |
| CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning | Jul 16, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator | Jul 13, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning | Jul 12, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Exemplar-free Continual Representation Learning via Learnable Drift Compensation | Jul 11, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning | Jul 10, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Rethinking Few-shot Class-incremental Learning: Learning from Yourself | Jul 10, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning | Jul 8, 2024 | Benchmarkingclass-incremental learning | CodeCode Available | 1 |
| Mamba-FSCIL: Dynamic Adaptation with Selective State Space Model for Few-Shot Class-Incremental Learning | Jul 8, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models | Jul 7, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection | Jul 4, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning | Jun 30, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| The impact of model size on catastrophic forgetting in Online Continual Learning | Jun 28, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| The Championship-Winning Solution for the 5th CLVISION Challenge 2024 | Jun 24, 2024 | Classificationclass-incremental learning | —Unverified | 0 |
| CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learning | Jun 9, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Data-Free Generative Replay for Class-Incremental Learning on Imbalanced Data | Jun 7, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 |
| Decision Boundary-aware Knowledge Consolidation Generates Better Instance-Incremental Learner | Jun 5, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Federated Class-Incremental Learning with Hierarchical Generative Prototypes | Jun 4, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
