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Continual Learning

101 directly classified papers

Papers per year

Papers

Survey on Online Streaming Continual Learning IJCAI 2023
Exploring Continual Learning for Code Generation Models ACL 2023
Class-Incremental Learning based on Label Generation ACL 2023
Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division EMNLP 2023
Continual Learning with Scaled Gradient Projection AAAI 2023
Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023
Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023
Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023
Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
PIVOT: Prompting for Video Continual Learning CVPR 2023
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023
Regularizing Second-Order Influences for Continual Learning CVPR 2023
Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning CVPR 2023
PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023
Unsupervised Continual Semantic Adaptation Through Neural Rendering CVPR 2023
CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NIPS 2023
CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence NIPS 2023
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NIPS 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
Class-Incremental Learning With Strong Pre-Trained Models CVPR 2022
Continual Sequence Generation with Adaptive Compositional Modules ACL 2022