research
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03/22/2023
State-of-the-art optical-based physical adversarial attacks for deep learning computer vision systems
Adversarial attacks can mislead deep learning models to make false predi...
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12/02/2022
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning
Swarm learning (SL) is an emerging promising decentralized machine learn...
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11/22/2022
Fed-TDA: Federated Tabular Data Augmentation on Non-IID Data
Non-independent and identically distributed (non-IID) data is a key chal...
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10/11/2022
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
Transformer-based models have achieved great success on sentence pair mo...
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05/26/2022