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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

Exploring Continual Learning for Code Generation Models ACL 2023
Class-Incremental Learning based on Label Generation ACL 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion NIPS 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection ICML 2023
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation NIPS 2023
Cognitively Inspired Learning of Incremental Drifting Concepts IJCAI 2023
Endpoints Weight Fusion for Class Incremental Semantic Segmentation CVPR 2023
Does Continual Learning Equally Forget All Parameters? ICML 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization CVPR 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ACL 2023
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems ACL 2023
Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork NIPS 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
Towards continually learning new languages INTERSPEECH 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference ACL 2023
Soft Alignment Objectives for Robust Adaptation of Language Generation ACL 2023
Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation ICCV 2023
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection ICCV 2023
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ACL 2023
History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans ICCV 2023
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NIPS 2022
Continual Predictive Learning From Videos CVPR 2022