Continual Learning

Large-scale Lifelong Learning of In-context Instructions and How to Tackle It ACL 2023 Latent Space Evolution under Incremental Learning with Concept Drift (Student Abstract) AAAI 2023 Learnability and Algorithm for Continual Learning ICML 2023 Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation EMNLP 2023 Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023 Learning Dynamic Latent Spaces for Lifelong Generative Modelling AAAI 2023 Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks ICML 2023 Learning Fast and Slow for Online Time Series Forecasting ICLR 2023 Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency ACL 2023 Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023 Learning to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning ICML 2023 Learning to Learn: How to Continuously Teach Humans and Machines ICCV 2023 Learning to Modulate pre-trained Models in RL NeurIPS 2023 Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023 Learning With Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning CVPR 2023 Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting ICLR 2023 Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023 LFS-GAN: Lifelong Few-Shot Image Generation ICCV 2023 LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning NeurIPS 2023 Lifelong bandit optimization: no prior and no regret UAI 2023 Lifelong Compression Mixture Model via Knowledge Relationship Graph AAAI 2023 Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023 Lifelong Language Pretraining with Distribution-Specialized Experts ICML 2023 Lifelong Multi-view Spectral Clustering IJCAI 2023 Lifelong Person Re-identification via Knowledge Refreshing and Consolidation AAAI 2023