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08/08/2022
UFNRec: Utilizing False Negative Samples for Sequential Recommendation
Sequential recommendation models are primarily optimized to distinguish ...
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05/10/2022
A spatial-temporal short-term traffic flow prediction model based on dynamical-learning graph convolution mechanism
Short-term traffic flow prediction is a vital branch of the Intelligent ...
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04/14/2022
Concentration of Random Feature Matrices in High-Dimensions
The spectra of random feature matrices provide essential information on ...
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10/21/2021
Conditioning of Random Feature Matrices: Double Descent and Generalization Error
We provide (high probability) bounds on the condition number of random f...
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02/25/2021
CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results
As facial interaction systems are prevalently deployed, security and rel...
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08/07/2016
Bootstrapping Face Detection with Hard Negative Examples
Recently significant performance improvement in face detection was made ...
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02/01/2015