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Found 5 papers, 0 papers with code
Human-machine cooperation: optimization of drug retrieval sequencing in automated drug dispensing systems
Through experimental comparisons of average picking times for prescription orders under various operational conditions, we demonstrate that a system layout design incorporating two input/output points significantly enhances the efficiency of prescription order fulfilment within a human-machine cooperation environment.
Fully Automated Deep Learning-enabled Detection for Hepatic Steatosis on Computed Tomography: A Multicenter International Validation Study
To automate the process, we validated an existing artificial intelligence (AI) system for 3D liver segmentation and used it to purpose a novel method: AI-ROI, which could automatically select the ROI for attenuation measurements.
Convex Optimization of Speed and Energy Management System for Fuel Cell Hybrid Trains
We look into minimizing the hydrogen fuel consumption of hydrogen hybrid trains by optimizing their operation.
Is the Skip Connection Provable to Reform the Neural Network Loss Landscape?
In this paper, we follow this line to study the topology (sub-level sets) of the loss landscape of deep ReLU neural networks with a skip connection and theoretically prove that the skip connection network inherits the good properties of the two-layer network and skip connections can help to control the connectedness of the sub-level sets, such that any local minima worse than the global minima of some two-layer ReLU network will be very ``shallow".
Second-Order Convergence of Asynchronous Parallel Stochastic Gradient Descent: When Is the Linear Speedup Achieved?
This may have a negative influence on the convergence of the algorithm.
