A Comprehensive Survey of Continual Learning: Theory, Method and
ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 |
Class-Incremental Continual Learning into the eXtended DER-verseIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
Dark Experience for General Continual Learning: a Strong, Simple
BaselineNeural Information Processing Systems (NeurIPS), 2020 |
Memory-Efficient Incremental Learning Through Feature AdaptationEuropean Conference on Computer Vision (ECCV), 2020 |
Compacting, Picking and Growing for Unforgetting Continual LearningNeural Information Processing Systems (NeurIPS), 2019 |
Lifelong GAN: Continual Learning for Conditional Image GenerationIEEE International Conference on Computer Vision (ICCV), 2019 |
Learning without MemorizingComputer Vision and Pattern Recognition (CVPR), 2018 |
Learning without ForgettingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 |
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation
DistancesNeural Information Processing Systems (NeurIPS), 2013 |
A Kernel Method for the Two-Sample ProblemNeural Information Processing Systems (NeurIPS), 2006 |