Continual Learning

PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding NeurIPS 2024 PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024 Persistence Homology Distillation for Semi-supervised Continual Learning NeurIPS 2024 Persistent Test-time Adaptation in Recurring Testing Scenarios NeurIPS 2024 Phased Instruction Fine-Tuning for Large Language Models ACL 2024 Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024 Prediction Error-based Classification for Class-Incremental Learning ICLR 2024 Predictive, scalable and interpretable knowledge tracing on structured domains ICLR 2024 Preserving Generalization of Language models in Few-shot Continual Relation Extraction EMNLP 2024 Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024 Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024 Progressive Fourier Neural Representation for Sequential Video Compilation ICLR 2024 Prompt Gradient Projection for Continual Learning ICLR 2024 Prospective Learning: Learning for a Dynamic Future NeurIPS 2024 Prospective Representation Learning for Non-Exemplar Class-Incremental Learning NeurIPS 2024 Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning NAACL 2024 Quilt: Robust Data Segment Selection against Concept Drifts AAAI 2024 RanDumb: Random Representations Outperform Online Continually Learned Representations NeurIPS 2024 RCL: Reliable Continual Learning for Unified Failure Detection CVPR 2024 realSEUDO for real-time calcium imaging analysis NeurIPS 2024 Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NeurIPS 2024 Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024 Recurrent Concept Drifts on Data Streams IJCAI 2024 Rehearsal-Free Modular and Compositional Continual Learning for Language Models NAACL 2024