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

DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025

Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks AAAI 2025

An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025

What Causes Knowledge Loss in Multilingual Language Models? ACL 2025

Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning AAAI 2025

Prototype Conditioned Generative Replay for Continual Learning in NLP NAACL 2025

From General Relation Patterns to Task-Specific Decision-Making in Continual Multi-Agent Coordination IJCAI 2025

On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract) AAAI 2025

DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025

Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025

L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025

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

MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025

Hierarchical Visual Prompt Learning for Continual Video Instance Segmentation ICCV 2025

Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning EMNLP 2025

Do Your Best and Get Enough Rest for Continual Learning CVPR 2025

Continual Unsupervised Generative Modelling via Online Optimal Transport AAAI 2025

Adversarial Robust Memory-Based Continual Learner ICCV 2025

RECALL: REpresentation-aligned Catastrophic-forgetting ALLeviation via Hierarchical Model Merging EMNLP 2025

Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor CVPR 2025

Interweaving Memories of a Siamese Large Language Model AAAI 2025

MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing AAAI 2025

Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025