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Continual Learning

1895 directly classified papers

Papers per year

Papers

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 NIPS 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 Learning of NCM Forests for Large-Scale Image Classification CVPR 2014
Incremental Local Gaussian Regression NIPS 2014
Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data ICML 2014
Online Object Tracking, Learning and Parsing with And-Or Graphs CVPR 2014
Incremental Face Alignment in the Wild CVPR 2014
Incremental Activity Modeling and Recognition in Streaming Videos CVPR 2014
Concept Drift Detection Through Resampling ICML 2014
Infinite Markov-Switching Maximum Entropy Discrimination Machines ICML 2013
ELLA: An Efficient Lifelong Learning Algorithm ICML 2013
Incremental Semantically Grounded Learning from Demonstration RSS 2013
Compete to Compute NIPS 2013
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL NIPS 2012
Learning Multiple Tasks using Manifold Regularization NIPS 2010
Dynamic Maps for Long-Term Operation of Mobile Service Robots RSS 2005