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07/11/2023
GOKU-UI: Ubiquitous Inference through Attention and Multiple Shooting for Continuous-time Generative Models
Scientific Machine Learning (SciML) is a burgeoning field that synergist...
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06/23/2023
Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok
This paper focuses on predicting the occurrence of grokking in neural ne...
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11/09/2022
Knowledge Distillation for Federated Learning: a Practical Guide
Federated Learning (FL) enables the training of Deep Learning models wit...
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07/10/2022
Scaling the Number of Tasks in Continual Learning
Standard gradient descent algorithms applied to sequences of tasks are k...
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08/02/2021
