catastrophic forgetting

939 papers

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Also known as

CF

Co-occurring keywords

continual learning (1164) knowledge distillation (3680) class-incremental learning (154) incremental learning (278) domain adaptation (4578) representation learning (6174) lifelong learning (142) few-shot learning (3390) transfer learning (5442) large language model (12755)

Papers

CIP-Net: Continual Interpretable Prototype-based Network AAAI 2026

Attention Retention for Continual Learning with Vision Transformers AAAI 2026

Completely Modular Fine-tuning for Dynamic Language Adaptation EACL 2026

Random Amalgamation of Adapters for Flatter Loss Landscapes: Towards Class-Incremental Learning with Better Stability AAAI 2026

ORTCL: Towards Continual Learning of Time Series Foundation Models on Streaming Data via Orthogonal Rotation AAAI 2026

Adapt Before Continual Learning AAAI 2026

Adversarial Pseudo-replay for Exemplar-free Class-incremental Learning WACV 2026

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

Unifying Locality of KANs and Feature Drift Compensation Projection for Data-Free Replay Based Continual Face Forgery Detection AAAI 2026

Lifelong Language-Conditioned Robotic Manipulation Learning AAAI 2026

HiCL: Hippocampal-Inspired Continual Learning AAAI 2026

Generalizable Heterogeneity-aware Federated Feature and Basic-matrix Consistency Learning AAAI 2026

DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning AAAI 2026

Time Series Class-Incremental Learning via Confidence-guided Mask Distillation and Prototype-guided Contrastive Learning AAAI 2026

Forget Less by Learning Together through Concept Consolidation WACV 2026

MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026

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

ELLA: Efficient Lifelong Learning for Adapters in Large Language Models EACL 2026

Incorporating Multiword Expressions in Galician Neural Machine Translation: Compositionality, Efficiency, and Performance EACL 2026

CiNuSeg: Class Incremental Nuclei Segmentation via Anchor-driven Consistency Learning with Dual Region Regularization AAAI 2026

Towards Multimodal Continual Knowledge Embedding with Modality Forgetting Modulation AAAI 2026

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

Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA AAAI 2026

DiAPR: Dimensionally-Allocated Prototype Refinement for Non-Exemplar Class Incremental Learning AAAI 2026

Decoupling Shared and Personalized Knowledge: A Dual-Branch Federated Learning Framework for Multi-Domain with Non-IID Data AAAI 2026