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

Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models ACL 2024

Hypercorrelation Evolution for Video Class-Incremental Learning AAAI 2024

Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024

Learn it or Leave it: Module Composition and Pruning for Continual Learning ACL 2024

Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation INTERSPEECH 2024

Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning L4DC 2024

Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024

Continual Learning of Unsupervised Monocular Depth From Videos WACV 2024

Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper INTERSPEECH 2024

Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024

SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models ACL 2024

Learn and Don't Forget: Adding a New Language to ASR Foundation Models INTERSPEECH 2024

LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation ACL 2024

Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning AAAI 2024

Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024

Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach NIPS 2024

Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024

Effective Restoration of Source Knowledge in Continual Test Time Adaptation WACV 2024

Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024

Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024

MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024

Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting EMNLP 2024

SEEKR: Selective Attention-Guided Knowledge Retention for Continual Learning of Large Language Models EMNLP 2024

Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning WACV 2024