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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

KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021
On Learning the Geodesic Path for Incremental Learning CVPR 2021
Layerwise Optimization by Gradient Decomposition for Continual Learning CVPR 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning CVPR 2021
Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021
Continual Learning via Bit-Level Information Preserving CVPR 2021
Incremental Learning via Rate Reduction CVPR 2021
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection NIPS 2021
Lifelong Domain Adaptation via Consolidated Internal Distribution NIPS 2021
Natural continual learning: success is a journey, not (just) a destination NIPS 2021
Lifelong Learning with Sketched Structural Regularization ACML 2021
Evaluations of the Gap between Supervised and Reinforcement Lifelong Learning on Robotic Manipulation Tasks CORL 2021
Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes EACL 2021
Analyzing the Forgetting Problem in Pretrain-Finetuning of Open-domain Dialogue Response Models EACL 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework IJCNLP 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages IJCNLP 2021
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors AISTATS 2021
Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation NAACL 2021
Continual Learning for Neural Machine Translation NAACL 2021
Lifelong Learning of Hate Speech Classification on Social Media NAACL 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization NAACL 2021
Overcoming Catastrophic Forgetting by Bayesian Generative Regularization ICML 2021
Variational Auto-Regressive Gaussian Processes for Continual Learning ICML 2021
Continual Lifelong Learning for Intelligent Agents IJCAI 2021