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06/15/2023
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
Machine learning models often learn latent embedding representations tha...
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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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04/12/2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements
Machine learning (ML) models can fail in unexpected ways in the real wor...
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03/29/2023
Queer In AI: A Case Study in Community-Led Participatory AI
We present Queer in AI as a case study for community-led participatory d...
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03/16/2023
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere
As machine learning (ML) is increasingly integrated into our everyday We...
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02/27/2023
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse
Machine learning (ML) recourse techniques are increasingly used in high-...
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10/26/2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
With recent advancements in diffusion models, users can generate high-qu...
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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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09/19/2022
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization
Given thousands of equally accurate machine learning (ML) models, how ca...
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06/30/2022
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
Machine learning (ML) interpretability techniques can reveal undesirable...
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06/25/2022
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases
As machine learning (ML) systems become increasingly widespread, it is n...
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05/19/2022
Overcoming Language Disparity in Online Content Classification with Multimodal Learning
Advances in Natural Language Processing (NLP) have revolutionized the wa...
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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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02/22/2022
StickyLand: Breaking the Linear Presentation of Computational Notebooks
How can we better organize code in computational notebooks? Notebooks ha...
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12/06/2021
GAM Changer: Editing Generalized Additive Models with Interactive Visualization
Recent strides in interpretable machine learning (ML) research reveal th...
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03/26/2021
Dodrio: Exploring Transformer Models with Interactive Visualization
Why do large pre-trained transformer-based models perform so well across...
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03/06/2021
Putting Humans in the Natural Language Processing Loop: A Survey
How can we design Natural Language Processing (NLP) systems that learn f...
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01/26/2021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
Skeleton-based human action recognition technologies are increasingly us...
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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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09/05/2020
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks
Deep neural networks (DNNs) are now commonly used in many domains. Howev...
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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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08/26/2020
Argo Lite: Open-Source Interactive Graph Exploration and Visualization in Browsers
Graph data have become increasingly common. Visualizing them helps peopl...
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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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04/30/2020
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
Deep learning's great success motivates many practitioners and students ...
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01/21/2020
Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning
Deep neural networks (DNNs) are increasingly powering high-stakes applic...
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01/07/2020