Continual Learning

EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023 Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023 Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023 Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages EACL 2023 Efficient Parametric Approximations of Neural Network Function Space Distance ICML 2023 EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding ICCV 2023 Embodied Lifelong Learning for Task and Motion Planning CoRL 2023 Empower Nested Boolean Logic via Self-Supervised Curriculum Learning EMNLP 2023 Endpoints Weight Fusion for Class Incremental Semantic Segmentation CVPR 2023 Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023 Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks IJCAI 2023 Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork NeurIPS 2023 Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation ICCV 2023 Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition Interspeech 2023 ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer CVPR 2023 Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning ICLR 2023 ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks AAAI 2023 Evolving Standardization for Continual Domain Generalization over Temporal Drift NeurIPS 2023 Exclusive Supermask Subnetwork Training for Continual Learning ACL 2023 Exemplar-Free Continual Transformer with Convolutions ICCV 2023 Exploring Continual Learning for Code Generation Models ACL 2023 Exploring Data Geometry for Continual Learning CVPR 2023 Exploring Safety Supervision for Continual Test-time Domain Adaptation IJCAI 2023 Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023 Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments NeurIPS 2023