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09/01/2022
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification
Medical image classification has been widely adopted in medical image an...
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05/13/2021
GIPA: General Information Propagation Algorithm for Graph Learning
Graph neural networks (GNNs) have been popularly used in analyzing graph...
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08/23/2019
Adversary-resilient Inference and Machine Learning: From Distributed to Decentralized
While the last few decades have witnessed a huge body of work devoted to...
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08/21/2019
BRIDGE: Byzantine-resilient Decentralized Gradient Descent
Decentralized optimization techniques are increasingly being used to lea...
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08/28/2017