UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior

Research article (Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems, 2021) · cited 50× · AI/ML
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UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior

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UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior is a scholarly article[1].

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  • UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior. Retrieved May 24, 2026, from https://4ort.xyz/entity/umlaut-debugging-deep-learning-programs-using-program-structure-and-model-behavior
MLA “UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/umlaut-debugging-deep-learning-programs-using-program-structure-and-model-behavior.
BibTeX @misc{4ortxyz_umlaut-debugging-deep-learning-programs-using-program-structure-and-model-behavior_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior}}, year = {2026}, url = {https://4ort.xyz/entity/umlaut-debugging-deep-learning-programs-using-program-structure-and-model-behavior}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): UMLAUT: Debugging Deep Learning Programs using Program Structure and Model Behavior — https://4ort.xyz/entity/umlaut-debugging-deep-learning-programs-using-program-structure-and-model-behavior (retrieved 2026-05-24)

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