Continual Learning

CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023 Class-Incremental Learning based on Label Generation ACL 2023 CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence NeurIPS 2023 Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023 Continual Learning with Scaled Gradient Projection AAAI 2023 Continual Pre-training of Language Models ICLR 2023 Exploring Continual Learning for Code Generation Models ACL 2023 Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023 Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023 Online Prototype Learning for Online Continual Learning ICCV 2023 Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NeurIPS 2023 PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023 PIVOT: Prompting for Video Continual Learning CVPR 2023 Progressive Prompts: Continual Learning for Language Models ICLR 2023 Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023 Provably Efficient Lifelong Reinforcement Learning with Linear Representation ICLR 2023 Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning CVPR 2023 Regularizing Second-Order Influences for Continual Learning CVPR 2023 Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023 Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023 Sparse Distributed Memory is a Continual Learner ICLR 2023 Survey on Online Streaming Continual Learning IJCAI 2023 Task-Aware Information Routing from Common Representation Space in Lifelong Learning ICLR 2023 Unsupervised Continual Semantic Adaptation Through Neural Rendering CVPR 2023