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02/14/2023
Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework
While anomaly detection stands among the most important and valuable pro...
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08/29/2021
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks
Existing research on making sense of deep neural networks often focuses ...
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06/15/2021
Quantifying the Impact of Human Capital, Job History, and Language Factors on Job Seniority with a Large-scale Analysis of Resumes
As job markets worldwide have become more competitive and applicant sele...
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03/30/2021
EnergyVis: Interactively Tracking and Exploring Energy Consumption for ML Models
The advent of larger machine learning (ML) models have improved state-of...
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02/08/2021
RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization
With the widespread use of toxic language online, platforms are increasi...
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10/22/2020
A Comparative Analysis of Industry Human-AI Interaction Guidelines
With the recent release of AI interaction guidelines from Apple, Google,...
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08/31/2020
Mapping Researchers with PeopleMap
Discovering research expertise at universities can be a difficult task. ...
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06/10/2020
PeopleMap: Visualization Tool for Mapping Out Researchers using Natural Language Processing
Discovering research expertise at institutions can be a difficult task. ...
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01/24/2020
Comparison of Syntactic and Semantic Representations of Programs in Neural Embeddings
Neural approaches to program synthesis and understanding have proliferat...
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01/07/2020