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

New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract) AAAI 2026

Vision-language Incremental Learning with Dual Class-individual Memory AAAI 2026

OnEDIT: Online Editing with Decoupled Implicit Task for Large Language Models AAAI 2026

KSS-MoE: Knowledge Space Synergy Framework in Mixture of Experts for Continual Visual Instruction Tuning AAAI 2026

Gene Incremental Learning for Single-Cell Transcriptomics AAAI 2026

Bring Your Dreams to Life: Continual Text-to-Video Customization AAAI 2026

GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery AAAI 2026

Forget Less by Learning from Parents Through Hierarchical Relationships AAAI 2026

RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation AAAI 2026

Sparse Adapter Fusion for Continual Learning in NLP EACL 2026

More Than Memory Savings: Zeroth-Order Optimization Mitigates Forgetting in Continual Learning WACV 2026

Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 2026

CADE: Continual Weakly-supervised Video Anomaly Detection with Ensembles WACV 2026

PoseAdapt: Sustainable Human Pose Estimation via Continual Learning Benchmarks and Toolkit WACV 2026

DREAM: Dynamic Prompts and GuidedMix for Efficient Continual Adaptation of Visual-Language Models WACV 2026

MedPEFT-CL: Dual-Phase Parameter-Efficient Continual Learning with Medical Semantic Adapter and Bidirectional Memory Consolidation WACV 2026

Continual-learning for Modelling Low-Resource Languages from Large Language Models EACL 2026

Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent Improvement EACL 2026

Continual Neural Topic Model EACL 2026

LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation AAAI 2025

Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025

Specifying What You Know or Not for Multi-Label Class-Incremental Learning AAAI 2025

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025

Continual Learning Using a Kernel-Based Method Over Foundation Models AAAI 2025

Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025