20 citations · 26 across the 2 of their papers we have counts for
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cs.LG2020
Manifold-based Test Generation for Image Classifiers
Taejoon Byun, Abhishek Vijayakumar, Sanjai Rayadurgam +1
Neural networks used for image classification tasks in critical applications must be tested with sufficient realistic data to assure their correctness. To effectively test an image…
cs.LG2020★ 20 cited
Manifold for Machine Learning Assurance
Taejoon Byun, Sanjai Rayadurgam
The increasing use of machine-learning (ML) enabled systems in critical tasks fuels the quest for novel verification and validation techniques yet grounded in accepted system assur…