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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

Continual Unsupervised Representation Learning NIPS 2019
Random Path Selection for Continual Learning NIPS 2019
Online Continual Learning with Maximal Interfered Retrieval NIPS 2019
Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
A Perceptual Prediction Framework for Self Supervised Event Segmentation CVPR 2019
A Progressive Model to Enable Continual Learning for Semantic Slot Filling EMNLP 2019
Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation ICCV 2019
Lifelong GAN: Continual Learning for Conditional Image Generation ICCV 2019
IL2M: Class Incremental Learning With Dual Memory ICCV 2019
Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild ICCV 2019
Closed-Loop Memory GAN for Continual Learning IJCAI 2019
Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks IJCAI 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models NAACL 2019
Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation NAACL 2019
Incremental Object Learning From Contiguous Views CVPR 2019
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering ACL 2019
Scalable Recollections for Continual Lifelong Learning AAAI 2019
Incremental Learning Using Conditional Adversarial Networks ICCV 2019
Self-Organizing Incremental Neural Networks for Continual Learning IJCAI 2019
Learning Without Memorizing CVPR 2019
Episodic Memory in Lifelong Language Learning NIPS 2019
Sentence Embedding Alignment for Lifelong Relation Extraction NAACL 2019
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML 2018
Reinforced Continual Learning NIPS 2018