← Learning Paradigms
Artificial Intelligence › Learning Paradigms ›

Continual Learning

101 directly classified papers

Papers per year

Papers

Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation EACL 2026
Continual-learning for Modelling Low-Resource Languages from Large Language Models EACL 2026
OnEDIT: Online Editing with Decoupled Implicit Task for Large Language Models AAAI 2026
Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation AAAI 2026
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
CRAM: Large Scale Video Continual Learning with Bootstrapped Compression ICCV 2025
L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking AAAI 2025
Multi-granularity Knowledge Transfer for Continual Reinforcement Learning IJCAI 2025
CPRM: A LLM-based Continual Pre-training Framework for Relevance Modeling in Commercial Search NAACL 2025
COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025
TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining ACL 2025
Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability ACL 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
Continual Learning with Pre-Trained Models: A Survey IJCAI 2024
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024
Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification CVPR 2024
Convolutional Prompting meets Language Models for Continual Learning CVPR 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation CVPR 2024
Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning EMNLP 2024
Coherent Temporal Synthesis for Incremental Action Segmentation CVPR 2024
Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024