Data Preparation


Trafne: A Training Framework for Non-Expert Annotators with Auto Validation and Expert Feedback
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poject pdf video


An Empirical Study on the Effect of Quick and Careful Labeling Styles in Image Annotation
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poject pdf video

Classification from Triplet Comparison Data
pdf

Active Classification With Uncertainty Comparison Queries.
pdf

Spatial Labeling: Leveraging Spatial Layout for Improving Label Quality in Non-Expert Image Annotation
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poject pdf video


Development Support


Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors
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poject pdf video

MarioMix: Creating Aligned Playstyles for Bots with Interactive Reinforcement Learning
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poject pdf video


Model Exploration

Interactive Optimization of Generative Image Modeling using Sequential Subspace Search and Content-based
Guidance
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poject pdf


Interactive Medical Imaging

Car-to-pedestrian Interaction
