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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

Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization AAAI 2022
Task Adaptive Parameter Sharing for Multi-Task Learning CVPR 2022
SparCL: Sparse Continual Learning on the Edge NIPS 2022
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NIPS 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 2022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer NIPS 2022
S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NIPS 2022
Continual Learning With Lifelong Vision Transformer CVPR 2022
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation ACL 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
Continual Sequence Generation with Adaptive Compositional Modules ACL 2022
Memory Efficient Continual Learning with Transformers NIPS 2022
On Continual Model Refinement in Out-of-Distribution Data Streams ACL 2022
Online Continual Learning through Mutual Information Maximization ICML 2022
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ACL 2022
Consistent Representation Learning for Continual Relation Extraction ACL 2022
Efficient Test-Time Model Adaptation without Forgetting ICML 2022
Continual Prompt Tuning for Dialog State Tracking ACL 2022
Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022
LPC: A Logits and Parameter Calibration Framework for Continual Learning EMNLP 2022
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation EMNLP 2022
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022