lifelong learning

Towards Utilitarian Online Learning -- A Review of Online Algorithms in Open Feature Space IJCAI 2023 Continual Learning with Evolving Class Ontologies NeurIPS 2022 Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CoRL 2022 How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NeurIPS 2022 Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022 Learning what to remember ALT 2022 LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 ICLR 2022 Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022 Lifelong Graph Learning CVPR 2022 Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization AAAI 2022 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NeurIPS 2022 Lifelong Person Re-identification by Pseudo Task Knowledge Preservation AAAI 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022 Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022 Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022 Provable Lifelong Learning of Representations AISTATS 2022 Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022 Semi-Supervised Lifelong Language Learning EMNLP 2022 Continual Lifelong Learning for Intelligent Agents IJCAI 2021 Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021 Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021 Evaluations of the Gap between Supervised and Reinforcement Lifelong Learning on Robotic Manipulation Tasks CoRL 2021 Few-Shot Lifelong Learning AAAI 2021 FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition ICCV 2021 Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021