Research Explorer
Papers
Conferences
Authors
Topics
Keywords
Trends
Achievements
Explore
← Learning Paradigms
Machine Learning
›
Learning Paradigms
›
Continual Learning
557 directly classified papers
Papers per year
2014: 2
2015: 1
2017: 6
2018: 6
2019: 14
2020: 39
2021: 65
2022: 84
2023: 102
2024: 105
2025: 130
2026: 3
Papers
PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit
WACV 2026
CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles
WACV 2026
Forget Less by Learning Together through Concept Consolidation
WACV 2026
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning
CVPR 2025
Think and Recall: Layer-Level Prompting for Lifelong Model Editing
EMNLP 2025
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning
CVPR 2025
Unsupervised Continual Domain Shift Learning with Multi-Prototype Modeling
CVPR 2025
RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging
EMNLP 2025
MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing
EMNLP 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning
CVPR 2025
Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework
ACL 2025
CLEAR: Character Unlearning in Textual and Visual Modalities
ACL 2025
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
EMNLP 2025
Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs
EMNLP 2025
MaintaAvatar: A Maintainable Avatar Based on Neural Radiance Fields by Continual Learning
AAAI 2025
Multilingual Continual Learning using Attention Distillation
COLING 2025
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection
EMNLP 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning
ACL 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models
ICCV 2025
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
ACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025
On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract)
AAAI 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs
COLING 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
ACL 2025
Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali
COLING 2025
<
1
2
3
4
5
…
23
>