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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

Distributed Weight Consolidation: A Brain Segmentation Case Study NIPS 2018
Memory Replay GANs: Learning to Generate New Categories without Forgetting NIPS 2018
iCaRL: Incremental Classifier and Representation Learning CVPR 2017
Expert Gate: Lifelong Learning With a Network of Experts CVPR 2017
Meta Networks ICML 2017
Continual Learning Through Synaptic Intelligence ICML 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition CORL 2017
A Framework for Long-Term Learning Systems IJCAI 2017
Gradient Episodic Memory for Continual Learning NIPS 2017
Grounding of Human Environments and Activities for Autonomous Robots IJCAI 2017
Continual Learning with Deep Generative Replay NIPS 2017
Adapting Kernel Representations Online Using Submodular Maximization ICML 2017
Lifelong Learning with Weighted Majority Votes NIPS 2016
Compete to Compute NIPS 2013