continual learning

On the Diminishing Returns of Width for Continual Learning ICML 2024 Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism ACML 2024 Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024 Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning WACV 2024 Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024 Parseval Regularization for Continual Reinforcement Learning NeurIPS 2024 PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding NeurIPS 2024 Persistence Homology Distillation for Semi-supervised Continual Learning NeurIPS 2024 Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024 Position: Bayesian Deep Learning is Needed in the Age of Large-Scale AI ICML 2024 Prediction Error-based Classification for Class-Incremental Learning ICLR 2024 Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024 Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024 Progressive Fourier Neural Representation for Sequential Video Compilation ICLR 2024 PromptFusion: Decoupling Stability and Plasticity for Continual Learning ECCV 2024 Prompt Gradient Projection for Continual Learning ICLR 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 Provable Contrastive Continual Learning ICML 2024 Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning NAACL 2024 RanDumb: Random Representations Outperform Online Continually Learned Representations NeurIPS 2024 RCL: Reliable Continual Learning for Unified Failure Detection CVPR 2024 Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NeurIPS 2024 Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024 Rehearsal-Free Modular and Compositional Continual Learning for Language Models NAACL 2024 Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning CVPR 2024