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continual learning

1164 papers

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Also known as

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

Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025
A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025
LiBOG: Lifelong Learning for Black-Box Optimizer Generation IJCAI 2025
Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution CVPR 2025
MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification AAAI 2025
Advancing Multiple Instance Learning with Continual Learning for Whole Slide Imaging CVPR 2025
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025
Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025
Towards Continual Universal Segmentation CVPR 2025
Learning Endogenous Attention for Incremental Object Detection CVPR 2025
CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs Without Real Data Replay AAAI 2025
Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025
TinySubNets: An Efficient and Low Capacity Continual Learning Strategy AAAI 2025
PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning AAAI 2025
Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024
Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization IJCAI 2024
Wearable Sensor-Based Few-Shot Continual Learning on Hand Gestures for Motor-Impaired Individuals via Latent Embedding Exploitation IJCAI 2024
Continual Compositional Zero-Shot Learning IJCAI 2024
Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024