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Continual Learning

1,929 papers

Papers per year

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Papers

Self-Paced Multitask Learning with Shared Knowledge IJCAI 2017
Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning IJCAI 2017
A Framework for Long-Term Learning Systems IJCAI 2017
Progressive Neural Networks for Transfer Learning in Emotion Recognition INTERSPEECH 2017
From the Lab to the Desert: Fast Prototyping and Learning of Robot Locomotion RSS 2017
Community Detection on Evolving Graphs NIPS 2016
Lifelong Learning with Weighted Majority Votes NIPS 2016
Improving Generalisation to New Speakers in Spoken Dialogue State Tracking INTERSPEECH 2016
Hierarchical Relative Entropy Policy Search JMLR 2016
Lifelong Learning with Non-i.i.d. Tasks NIPS 2015
Efficient Representations for Lifelong Learning and Autoencoding COLT 2015
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015
Curriculum Learning of Multiple Tasks CVPR 2015
PIEFA: Personalized Incremental and Ensemble Face Alignment ICCV 2015
Robust Trajectory Optimization Under Frictional Contact with Iterative Learning RSS 2015
Incremental Local Gaussian Regression NIPS 2014
Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014
Incremental Face Alignment in the Wild CVPR 2014
Online Object Tracking, Learning and Parsing with And-Or Graphs CVPR 2014
Incremental Learning of NCM Forests for Large-Scale Image Classification CVPR 2014
Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data ICML 2014
Concept Drift Detection Through Resampling ICML 2014
Compete to Compute NIPS 2013
ELLA: An Efficient Lifelong Learning Algorithm ICML 2013
Infinite Markov-Switching Maximum Entropy Discrimination Machines ICML 2013