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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

Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation CVPR 2022
Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning COLING 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022
Continual Few-shot Intent Detection COLING 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion CVPR 2022
Few-Shot Incremental Learning for Label-to-Image Translation CVPR 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? IJCNLP 2022
Improving Stability of Fine-Tuning Pretrained Language Models via Component-Wise Gradient Norm Clipping EMNLP 2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark CVPR 2022
Learning To Learn and Remember Super Long Multi-Domain Task Sequence CVPR 2022
GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning CVPR 2022
Exploring Few-Shot Fine-Tuning Strategies for Models of Visually Grounded Speech INTERSPEECH 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022
Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract) AAAI 2022
Continual Test-Time Domain Adaptation CVPR 2022
Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection AAAI 2022
Learning to Transfer with von Neumann Conditional Divergence AAAI 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022
A Theoretical Study on Solving Continual Learning NIPS 2022