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continual learning

1164 papers

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Also known as

CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

Meta-Descent for Online, Continual Prediction AAAI 2019
AMP: Adaptive Masked Proxies for Few-Shot Segmentation ICCV 2019
Incremental Class Discovery for Semantic Segmentation With RGBD Sensing ICCV 2019
A Progressive Model to Enable Continual Learning for Semantic Slot Filling IJCNLP 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
Closed-Loop Memory GAN for Continual Learning IJCAI 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis IJCNLP 2019
Random Path Selection for Continual Learning NIPS 2019
Online Continual Learning with Maximal Interfered Retrieval NIPS 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning CVPR 2019
Task-Free Continual Learning CVPR 2019
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering ACL 2019
Self-Organizing Incremental Neural Networks for Continual Learning IJCAI 2019
Meta-Learning Representations for Continual Learning NIPS 2019
Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis EMNLP 2019
A Progressive Model to Enable Continual Learning for Semantic Slot Filling EMNLP 2019
Uncertainty-based Continual Learning with Adaptive Regularization NIPS 2019
People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting CVPR 2018
Learning Portable Symbolic Representations IJCAI 2018
Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML 2018
Continuous Learning in a Hierarchical Multiscale Neural Network ACL 2018
Progress & Compress: A scalable framework for continual learning ICML 2018
Continual Reinforcement Learning with Complex Synapses ICML 2018
Reinforced Continual Learning NIPS 2018