catastrophic forgetting

Generative Multi-modal Models are Good Class Incremental Learners CVPR 2024 Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method ICML 2024 Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks ICLR 2024 History Matters: Temporal Knowledge Editing in Large Language Model AAAI 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? NeurIPS 2024 Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024 Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024 Incremental Sequence Labeling: A Tale of Two Shifts ACL 2024 InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024 InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024 Interactive Continual Learning: Fast and Slow Thinking CVPR 2024 Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages Interspeech 2024 Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024 Joint Input and Output Coordination for Class-Incremental Learning IJCAI 2024 Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning WACV 2024 Knowledge-Preserving Pluggable Modules for Multilingual Speech Translation Tasks Interspeech 2024 LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024 Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024 Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024 Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning ICML 2024 Learn and Don't Forget: Adding a New Language to ASR Foundation Models Interspeech 2024 Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024