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06/01/2023
Anomaly Detection with Variance Stabilized Density Estimation
Density estimation based anomaly detection schemes typically model anoma...
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03/05/2023
Revisiting the Noise Model of Stochastic Gradient Descent
The stochastic gradient noise (SGN) is a significant factor in the succe...
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01/31/2023
Domain-Generalizable Multiple-Domain Clustering
Accurately clustering high-dimensional measurements is vital for adequat...
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09/12/2021
Mixing between the Cross Entropy and the Expectation Loss Terms
The cross entropy loss is widely used due to its effectiveness and solid...
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11/19/2019
Mimic The Raw Domain: Accelerating Action Recognition in the Compressed Domain
Video understanding usually requires expensive computation that prohibit...
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10/16/2019