continual learning

RDumb: A simple approach that questions our progress in continual test-time adaptation NeurIPS 2023 Real-Time Evaluation in Online Continual Learning: A New Hope CVPR 2023 Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning CVPR 2023 Re-Basin via Implicit Sinkhorn Differentiation CVPR 2023 Regularizing Second-Order Influences for Continual Learning CVPR 2023 Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023 Rehearsal-Free Online Continual Learning for Automatic Speech Recognition Interspeech 2023 Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023 Rewiring Neurons in Non-Stationary Environments NeurIPS 2023 Robust and Adaptive Deep Learning via Bayesian Principles AAAI 2023 Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023 Saliency Guided Experience Packing for Replay in Continual Learning WACV 2023 Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation NeurIPS 2023 SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage ICCV 2023 Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models NeurIPS 2023 Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning ICCV 2023 Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023 Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding Interspeech 2023 Sequential Learning of Neural Networks for Prequential MDL ICLR 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN EMNLP 2023 SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning EMNLP 2023 SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023 Space-time Prompting for Video Class-incremental Learning ICCV 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023