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05/04/2023
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
Computational notebooks such as Jupyter Notebook have become data scient...
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05/04/2023
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Diffusion-based generative models' impressive ability to create convinci...
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10/01/2022
Explaining Website Reliability by Visualizing Hyperlink Connectivity
As the information on the Internet continues growing exponentially, unde...
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05/08/2022
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics
How can we develop visual analytics (VA) tools that can be easily adopte...
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04/12/2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier
CNN image classifiers are widely used, thanks to their efficiency and ac...
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03/30/2022
ConceptEvo: Interpreting Concept Evolution in Deep Learning Training
Deep neural networks (DNNs) have been widely used for decision making, p...
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04/22/2021
Effectively Sampling Higher Order Mutants Using Causal Effect
Higher Order Mutation (HOM) has been proposed to avoid equivalent mutant...
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04/19/2021
Causal Program Dependence Analysis
We introduce Causal Program Dependence Analysis (CPDA), a dynamic depend...
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09/30/2020
AUBER: Automated BERT Regularization
How can we effectively regularize BERT? Although BERT proves its effecti...
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09/29/2020
