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Towards Automated Understanding of Laparoscopic Videos
(2019-08-09)
Despite the advantages of minimally invasive surgeries, the indirect access and lack of the 3D field of view of the area of interest introduce complications in the procedures. Fortunately, the recorded videos from the ...
Automated multistep classifier sizing and training for deep learner
(2018-08-13)
Training algorithms for deep learning have recently been proposed with notable success, beating the start-of-the-art in certain areas like audio, speech and language processing. The key role is played by learning multiple ...
Multiscale Modeling and Simulation of Clutter in ISAR Imaging
(2020-05-05)
Clutter is common in applications of radar imaging and can adversely impact target imaging by contributing scattered energy that is not accounted for in target signal models. One potential source of clutter is moving ...
RESOURCE ALLOCATION AND CAPACITY IN WIRELESS COMMUNICATIONS AND NETWORKS
(2021-04-29)
How to allocate resources in the era of Big Data in telecommunications becomes a new issue.
Smartphone data could be a function of personality, as the smartphone supports interpersonal interaction,
and the data collected ...
MODEL OPTIMIZATION AND APPLICATIONS IN DEEP LEARNING
(2023-08-14)
Machine learning refers to a machine or an algorithm that draws experience from data. A certain pattern is found to build a model, which is used to solve real problems.
Deep learning, an important branch and extension ...