catastrophic forgetting

Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding Interspeech 2023 Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ACL 2023 SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning EMNLP 2023 Soft Alignment Objectives for Robust Adaptation of Language Generation ACL 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023 Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023 TADA: Efficient Task-Agnostic Domain Adaptation for Transformers ACL 2023 TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation ICCV 2023 Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation EMNLP 2023 Task-Aware Information Routing from Common Representation Space in Lifelong Learning ICLR 2023 Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning CVPR 2023 Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023 The Ideal Continual Learner: An Agent That Never Forgets ICML 2023 Theory on Forgetting and Generalization of Continual Learning ICML 2023 Towards continually learning new languages Interspeech 2023 Towards Open Temporal Graph Neural Networks ICLR 2023 Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint ICCV 2023 Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023 TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion NeurIPS 2023 VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023 Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR 2023 Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023 What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE ACL 2023 When Prompt-based Incremental Learning Does Not Meet Strong Pretraining ICCV 2023