A task-and-technique centered survey on visual analytics for deep learning model engineering.
Computers & Graphics(2018)
摘要
•We survey recent works in visual analytics for deep learning engineering.•We propose a task-and-technique taxonomy to classify such approaches.•Our contribution surveys 40 papers covering multiple tasks and architectures.•We aim to offer a guide to both visual analytics and machine learning experts.•Finally, we outline challenges and topics for future research in the field.
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关键词
Visual analytics,Neural network visualization,Deep learning visualization,Deep learning,Neural Networks,Visual analytics survey
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