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04/09/2023
Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning
Decentralized learning enables serverless training of deep neural networ...
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03/27/2023
CoDeC: Communication-Efficient Decentralized Continual Learning
Training at the edge utilizes continuously evolving data generated at di...
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02/02/2023
Continual Learning with Scaled Gradient Projection
In neural networks, continual learning results in gradient interference ...
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09/10/2021
Saliency Guided Experience Packing for Replay in Continual Learning
Artificial learning systems aspire to mimic human intelligence by contin...
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03/17/2021
Gradient Projection Memory for Continual Learning
The ability to learn continually without forgetting the past tasks is a ...
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01/23/2020