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12/28/2022
VegaProf: Profiling Vega Visualizations
Vega is a popular domain-specific language (DSL) for visualization speci...
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06/20/2022
Neural Activation Patterns (NAPs): Visual Explainability of Learned Concepts
A key to deciphering the inner workings of neural networks is understand...
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02/18/2022
Symphony: Composing Interactive Interfaces for Machine Learning
Interfaces for machine learning (ML), information and visualizations abo...
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01/17/2022
Visual Identification of Problematic Bias in Large Label Spaces
While the need for well-trained, fair ML systems is increasing ever more...
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03/05/2021
Measuring Model Biases in the Absence of Ground Truth
Recent advances in computer vision have led to the development of image ...
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12/09/2020
exploRNN: Understanding Recurrent Neural Networks through Visual Exploration
Due to the success of deep learning and its growing job market, students...
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02/11/2019
Net2Vis: Transforming Deep Convolutional Networks into Publication-Ready Visualizations
To properly convey neural network architectures in publications, appropr...
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08/09/2018