Selected Projects and Publications
- DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic [arXiv] [demo] [video demo]
- UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data. We learned inverse mapping of dimensionality reduction plots. [demo on MNIST] [demo on FashionMNIST] [arXiv]
- Comparing DNNs with UMAP Tour [html] [VISxAI Slides] [arXiv]
- Visualizing Neural Networks with the Grand Tour. [html]
- Graph Drawing via Gradient Descent, (GD)^2 [arXiv] [demo]
- Neuralcubes: Deep representations for visual data exploration [arXiv]
- Looks good to me: Visualizations as sanity checks [pdf]
- Understanding capsule networks [html]
- SynMapN: Interactive Visual Comparison for Multiple Genomes [summary] [poster]