Continual Learning

Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework NeurIPS 2024 GOAT: GO to Any Thing RSS 2024 Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024 Gradient Reweighting: Towards Imbalanced Class-Incremental Learning CVPR 2024 Happy: A Debiased Learning Framework for Continual Generalized Category Discovery NeurIPS 2024 Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks ICLR 2024 HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents EMNLP 2024 HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024 How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? NeurIPS 2024 Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024 ICL: Iterative Continual Learning for Multi-domain Neural Machine Translation EMNLP 2024 Improving Continual Few-shot Relation Extraction through Relational Knowledge Distillation and Prototype Augmentation COLING 2024 Improving Language Models Trained on Translated Data with Continual Pre-Training and Dictionary Learning Analysis ACL 2024 Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024 Incremental Learning of Retrievable Skills For Efficient Continual Task Adaptation NeurIPS 2024 Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation CVPR 2024 Incremental Sequence Labeling: A Tale of Two Shifts ACL 2024 InfLoRA: Interference-Free Low-Rank Adaptation for Continual Learning CVPR 2024 Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024 InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024 Instance-Conditional Timescales of Decay for Non-Stationary Learning AAAI 2024 Instruction Tuning with Human Curriculum NAACL 2024 Intentional Evolutionary Learning for Untrimmed Videos with Long Tail Distribution AAAI 2024 Interactive Continual Learning: Fast and Slow Thinking CVPR 2024 Interactive Visual Task Learning for Robots AAAI 2024