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09/18/2023
Stochastic Deep Koopman Model for Quality Propagation Analysis in Multistage Manufacturing Systems
The modeling of multistage manufacturing systems (MMSs) has attracted in...
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08/20/2023
DiffPrep: Differentiable Data Preprocessing Pipeline Search for Learning over Tabular Data
Data preprocessing is a crucial step in the machine learning process tha...
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08/21/2021
Principal Gradient Direction and Confidence Reservoir Sampling for Continual Learning
Task-free online continual learning aims to alleviate catastrophic forge...
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10/10/2020
Contrastive Rendering for Ultrasound Image Segmentation
Ultrasound (US) image segmentation embraced its significant improvement ...
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04/01/2020
Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs
Ultrasound (US) is widely accepted in clinic for anatomical structure in...
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10/29/2018
Accelerating System Log Processing by Semi-supervised Learning: A Technical Report
There is an increasing need for more automated system-log analysis tools...
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10/16/2018