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Arthur Douillard
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# Incremental Learners for Continual Learning
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Repository storing all my public works done during my PhD thesis (2019-).
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Repository storing some my public works done during my PhD thesis (2019-).
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You will find in there both known implementation (iCaRL, etc.) but also all my papers.
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You can find the list of the latter on my [Google Scholar](https://scholar.google.com/citations?user=snwgZBIAAAAJ&hl=en).
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My work on continual segmentation can be found [here](https://github.com/arthurdouillard/CVPR2021_PLOP) and on continual data loaders [here](https://github.com/Continvvm/continuum).
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## Structures
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Every model must inherit `inclearn.models.base.IncrementalLearner`.
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# PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
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[![Paper](https://img.shields.io/badge/arXiv-2004.13513-brightgreen)](https://arxiv.org/abs/2004.13513)
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![ECCV](https://img.shields.io/badge/ECCC-2020-blue)]
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![ECCV](https://img.shields.io/badge/ECCC-2020-blue)
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[![Youtube](https://img.shields.io/badge/Youtube-link-red)](https://www.youtube.com/watch?v=SWFO1_lTcR8)
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</div>
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