continual learning

KAC: Kolmogorov-Arnold Classifier for Continual Learning CVPR 2025 Knowledge Retention in Continual Model-Based Reinforcement Learning ICML 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News SemEval 2025 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning ICML 2025 LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025 Language-Aware Prompt Tuning for Parameter-Efficient Seamless Language Expansion in Multilingual ASR Interspeech 2025 Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025 Last Iterate Convergence of Incremental Methods as a Model of Forgetting ICLR 2025 Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025 Learning Continually by Spectral Regularization ICLR 2025 Learning Endogenous Attention for Incremental Object Detection CVPR 2025 Learning system dynamics without forgetting ICLR 2025 Learning Yourself: Class-Incremental Semantic Segmentation with Language-Inspired Bootstrapped Disentanglement ICCV 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 LiBOG: Lifelong Learning for Black-Box Optimizer Generation IJCAI 2025 Lifelong Scalable Generative System via Online Maximum Mean Discrepancy AAAI 2025 Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing Interspeech 2025 LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models NAACL 2025 LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently ICLR 2025 LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning ICLR 2025 LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning CVPR 2025 MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning AAAI 2025 MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025 Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective ICML 2025