class-incremental learning

Expanding the Category of Classifiers with LLM Supervision IJCAI 2025 External Knowledge Injection for CLIP-Based Class-Incremental Learning ICCV 2025 Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025 Federated Class-Incremental Learning: A Hybrid Approach Using Latent Exemplars and Data-Free Techniques to Address Local and Global Forgetting ICLR 2025 Federated Few-Shot Class-Incremental Learning ICLR 2025 Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025 Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier Interspeech 2025 Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning ICML 2025 Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation CVPR 2025 Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025 Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning CVPR 2025 Lark: Low-Rank Updates After Knowledge Localization for Few-shot Class-Incremental Learning ICCV 2025 Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025 Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025 Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing Interspeech 2025 Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning AAAI 2025 Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025 MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025 Mind the Gap: Preserving and Compensating for the Modality Gap in CLIP-Based Continual Learning ICCV 2025 MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation CVPR 2025 Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark WACV 2025 Multi-view Fusion and Parameter Perturbation for Few-Shot Class-Incremental Audio Classification Interspeech 2025 Navigating Semantic Drift in Task-Agnostic Class-Incremental Learning ICML 2025 N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning ICLR 2025