MLE @radix | PhD Adaptive Machine Learning | Ex-Meta Reality Labs
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KU Leuven
- Belgium
- https://mattdl.github.io/
- in/matthias-de-lange-141925154
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ContinualAI/avalanche
ContinualAI/avalanche PublicAvalanche: an End-to-End Library for Continual Learning based on PyTorch.
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facebookresearch/EgocentricUserAdaptation
facebookresearch/EgocentricUserAdaptation PublicIn this codebase we establish a benchmark for egocentric user adaptation based on Ego4d.First, we start from a population model which has data from many users to learn user-agnostic representations…
Python 11
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ContinualPrototypeEvolution
ContinualPrototypeEvolution PublicCodebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy…
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RehearsalRevealed
RehearsalRevealed PublicOfficial codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.
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ContinualEvaluation
ContinualEvaluation Public[Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.
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