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continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

TinySubNets: An Efficient and Low Capacity Continual Learning Strategy AAAI 2025
Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025
PLAN: Proactive Low-Rank Allocation for Continual Learning ICCV 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
Integrating Task-Specific and Universal Adapters for Pre-Trained Model-based Class-Incremental Learning ICCV 2025
Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning ICCV 2025
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning ICCV 2025
Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025
Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
Learning Endogenous Attention for Incremental Object Detection CVPR 2025
EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025
KostasThesis2025 at SemEval-2025 Task 10 Subtask 2: A Continual Learning Approach to Propaganda Analysis in Online News ACL 2025
CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025
Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
Covariance-Based Space Regularization for Few-Shot Class Incremental Learning WACV 2025
Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025
On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients AISTATS 2025
Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification CVPR 2025
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning ACL 2025
AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation AAAI 2025
Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent EMNLP 2025
AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering CVPR 2025
Multilingual Continual Learning using Attention Distillation COLING 2025
Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025