Continual Learning

Meta Networks ICML 2017 Online Automatic Post-editing for MT in a Multi-Domain Translation Environment EACL 2017 Overcoming Catastrophic Forgetting by Incremental Moment Matching NeurIPS 2017 Progressive Neural Networks for Transfer Learning in Emotion Recognition Interspeech 2017 Regional Concept Drift Detection and Density Synchronized Drift Adaptation IJCAI 2017 Regret Bounds for Lifelong Learning AISTATS 2017 Self-Paced Multitask Learning with Shared Knowledge IJCAI 2017 Unbounded cache model for online language modeling with open vocabulary NeurIPS 2017 Community Detection on Evolving Graphs NeurIPS 2016 Hierarchical Relative Entropy Policy Search JMLR 2016 Improving Generalisation to New Speakers in Spoken Dialogue State Tracking Interspeech 2016 Lifelong Learning with Weighted Majority Votes NeurIPS 2016 Curriculum Learning of Multiple Tasks CVPR 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 Lifelong Learning with Non-i.i.d. Tasks NeurIPS 2015 PIEFA: Personalized Incremental and Ensemble Face Alignment ICCV 2015 Robust Trajectory Optimization Under Frictional Contact with Iterative Learning RSS 2015 Concept Drift Detection Through Resampling ICML 2014 Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014 Incremental Face Alignment in the Wild CVPR 2014 Incremental Learning of NCM Forests for Large-Scale Image Classification CVPR 2014 Incremental Local Gaussian Regression NeurIPS 2014 Online Object Tracking, Learning and Parsing with And-Or Graphs CVPR 2014 Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data ICML 2014