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

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

Text2Data: Low-Resource Data Generation with Textual Control AAAI 2025

L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025

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

How to Fine-Tune Safely on a Budget: Model Adaptation Using Minimal Resources EMNLP 2025

Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025

Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025

SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025

Interweaving Memories of a Siamese Large Language Model AAAI 2025

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

Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025

Dynamic Integration of Task-Specific Adapters for Class Incremental Learning CVPR 2025

Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training CVPR 2025

SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025

Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain MoE Adaptation EMNLP 2025

Domain-adaptative Continual Learning for Low-resource Tasks: Evaluation on Nepali COLING 2025

Towards Robust Incremental Learning Under Ambiguous Supervision IJCAI 2025

Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NIPS 2024

Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NIPS 2024

Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR 2024

Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024

Continual Learning with Pre-Trained Models: A Survey IJCAI 2024

Joint Input and Output Coordination for Class-Incremental Learning IJCAI 2024

Evolutionary Generalized Zero-Shot Learning IJCAI 2024

Continual Compositional Zero-Shot Learning IJCAI 2024