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Continual Learning

1,929 papers

Papers per year

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Papers

Emergent Tangled Program Graphs in Multi-Task Learning IJCAI 2018
Autonomously Reusing Knowledge in Multiagent Reinforcement Learning IJCAI 2018
Learning Portable Symbolic Representations IJCAI 2018
Adding New Classes without Access to the Original Training Data with Applications to Language Identification INTERSPEECH 2018
Online Incremental Learning for Speaker-Adaptive Language Models INTERSPEECH 2018
Continual Learning with Deep Generative Replay NIPS 2017
Unbounded cache model for online language modeling with open vocabulary NIPS 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching NIPS 2017
Gradient Episodic Memory for Continual Learning NIPS 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition CORL 2017
Lifelong Learning CRF for Supervised Aspect Extraction ACL 2017
Regret Bounds for Lifelong Learning AISTATS 2017
Lifelong Learning in Costly Feature Spaces ALT 2017
iCaRL: Incremental Classifier and Representation Learning CVPR 2017
Expert Gate: Lifelong Learning With a Network of Experts CVPR 2017
Online Automatic Post-editing for MT in a Multi-Domain Translation Environment EACL 2017
Differentiable Programs with Neural Libraries ICML 2017
Meta Networks ICML 2017
Adapting Kernel Representations Online Using Submodular Maximization ICML 2017
Continual Learning Through Synaptic Intelligence ICML 2017
Learning from Ontology Streams with Semantic Concept Drift IJCAI 2017
Grounding of Human Environments and Activities for Autonomous Robots IJCAI 2017
Fast Recursive Low-rank Tensor Learning for Regression IJCAI 2017
Regional Concept Drift Detection and Density Synchronized Drift Adaptation IJCAI 2017
Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift IJCAI 2017