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09/13/2023
Domain-Aware Augmentations for Unsupervised Online General Continual Learning
Continual Learning has been challenging, especially when dealing with un...
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09/01/2023
New metrics for analyzing continual learners
Deep neural networks have shown remarkable performance when trained on i...
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06/06/2023
Learning Representations on the Unit Sphere: Application to Online Continual Learning
We use the maximum a posteriori estimation principle for learning repres...
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01/31/2023
Low Complexity Approaches for End-to-End Latency Prediction
Software Defined Networks have opened the door to statistical and AI-bas...
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01/31/2023
Low Complexity Adaptive Machine Learning Approaches for End-to-End Latency Prediction
Software Defined Networks have opened the door to statistical and AI-bas...
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07/12/2022
Contrastive Learning for Online Semi-Supervised General Continual Learning
We study Online Continual Learning with missing labels and propose SemiC...
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05/27/2013
On some interrelations of generalized q-entropies and a generalized Fisher information, including a Cramér-Rao inequality
In this communication, we describe some interrelations between generaliz...
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05/27/2013