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08/09/2023
An Empirical Study of Bugs in Open-Source Federated Learning Framework
Federated learning (FL), as a decentralized machine learning solution to...
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12/26/2022
Saliency-Augmented Memory Completion for Continual Learning
Continual Learning is considered a key step toward next-generation Artif...
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12/07/2022
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
As the societal impact of Deep Neural Networks (DNNs) grows, the goals f...
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06/27/2022
RES: A Robust Framework for Guiding Visual Explanation
Despite the fast progress of explanation techniques in modern Deep Neura...
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02/06/2022
Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment
While Deep Neural Networks (DNNs) are deriving the major innovations in ...
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05/05/2021
Schematic Memory Persistence and Transience for Efficient and Robust Continual Learning
Continual learning is considered a promising step towards next-generatio...
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09/27/2019
BEAN: Interpretable Representation Learning with Biologically-Enhanced Artificial Neuronal Assembly Regularization
Deep neural networks (DNNs) are known for extracting good representation...
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08/22/2019