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06/24/2023
Differentially Private Decentralized Deep Learning with Consensus Algorithms
Cooperative decentralized deep learning relies on direct information exc...
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02/11/2023
Multispectral Self-Supervised Learning with Viewmaker Networks
Contrastive learning methods have been applied to a range of domains and...
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10/08/2021
Temperature as Uncertainty in Contrastive Learning
Contrastive learning has demonstrated great capability to learn represen...
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06/29/2020
Reading Between the Demographic Lines: Resolving Sources of Bias in Toxicity Classifiers
The censorship of toxic comments is often left to the judgment of imperf...
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06/19/2020
Keep Your AI-es on the Road: Tackling Distracted Driver Detection with Convolutional Neural Networks and Targeted Data Augmentation
According to the World Health Organization, distracted driving is one of...
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06/19/2020