catastrophic forgetting

YOLO-IOD: Towards Real Time Incremental Object Detection AAAI 2026 AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025 Activating Sparse Part Concepts for 3D Class Incremental Learning CVPR 2025 Active Learning for Continual Learning: Keeping the Past Alive in the Present ICLR 2025 AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation CVPR 2025 AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering CVPR 2025 Adapter Merging with Centroid Prototype Mapping for Scalable Class-Incremental Learning CVPR 2025 Adapting Whisper for Parameter-efficient Code-Switching Speech Recognition via Soft Prompt Tuning Interspeech 2025 Adaptive Decision Boundary for Few-Shot Class-Incremental Learning AAAI 2025 Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective AAAI 2025 Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025 Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025 Advancing Prompt-Based Methods for Replay-Independent General Continual Learning ICLR 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Adversarial Mixup Unlearning ICLR 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025 AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ACL 2025 Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models Interspeech 2025 An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025 A Theory of Initialisation's Impact on Specialisation ICLR 2025 A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment ICCV 2025 Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning CVPR 2025 Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code COLING 2025 AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning CVPR 2025