Arthur Douillard
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Posts
Continual Learning and its many settings
Vision Transformers
Review of Continual Learning at CVPR'20
Learning Deep Neural Networks incrementally forever
How To Be Confident In Your Neural Network Confidence
Publications
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
Continuum: Simple Management of Complex Continual Learning Scenarios
PLOP: Learning without Forgetting for Continual Semantic Segmentation
Insights from the Future for Continual Learning
Projects
DeepCourse
Continuum
Inclearn
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