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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

Self-Improving Semantic Perception for Indoor Localisation CORL 2021
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021
Optimizing Reusable Knowledge for Continual Learning via Metalearning NIPS 2021
Understanding the Role of Training Regimes in Continual Learning NIPS 2020
iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020
Maintaining Discrimination and Fairness in Class Incremental Learning CVPR 2020
Semantic Drift Compensation for Class-Incremental Learning CVPR 2020
Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL 2020
Lifelong Learning with a Changing Action Set AAAI 2020
Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control AAAI 2020
Continual Learning for Multi-Dialect Acoustic Models INTERSPEECH 2020
Continual Deep Learning by Functional Regularisation of Memorable Past NIPS 2020
Improved Schemes for Episodic Memory-based Lifelong Learning NIPS 2020
Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks AAAI 2020
Class-incremental Learning via Deep Model Consolidation WACV 2020
Orthogonal Gradient Descent for Continual Learning AISTATS 2020
Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget CVPR 2020
Few Sample Learning without Data Storage for Lifelong Stream Mining (Student Abstract) AAAI 2020
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking CVPR 2020
Proximal Distilled Evolutionary Reinforcement Learning AAAI 2020
Memory Augmented Neural Model for Incremental Session-based Recommendation IJCAI 2020
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems EMNLP 2020
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers EMNLP 2020
Continual Lifelong Learning in Natural Language Processing: A Survey COLING 2020
Modeling the Background for Incremental Learning in Semantic Segmentation CVPR 2020