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08/08/2023
RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback
To use reinforcement learning from human feedback (RLHF) in practical ap...
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01/11/2023
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference
With a constant increase of learned parameters, modern neural language m...
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08/25/2022
Motif-Based Visual Analysis of Dynamic Networks
Many data analysis problems rely on dynamic networks, such as social or ...
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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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10/18/2020
Studying Visualization Guidelines According to Grounded Theory
Visualization guidelines, if defined properly, are invaluable to both pr...
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09/15/2020
dg2pix: Pixel-Based Visual Analysis of Dynamic Graphs
Presenting long sequences of dynamic graphs remains challenging due to t...
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09/14/2020
Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations
This paper systematically derives design dimensions for the structured e...
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09/04/2020
Augmenting Sheet Music with Rhythmic Fingerprints
In this paper, we bridge the gap between visualization and musicology by...
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08/19/2020
Multiscale Snapshots: Visual Analysis of Temporal Summaries in Dynamic Graphs
The overview-driven visual analysis of large-scale dynamic graphs poses ...
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10/11/2019
A Quality Metric for Symmetric Graph Drawings
Symmetry is an important aesthetic criteria in graph drawing and network...
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08/21/2019
A Quality Metric for Visualization of Clusters in Graphs
Traditionally, graph quality metrics focus on readability, but recent st...
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08/21/2019
Framing Visual Musicology through Methodology Transfer
In this position paper, we frame the field of Visual Musicology by provi...
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08/07/2019
Speculative Execution for Guided Visual Analytics
We propose the concept of Speculative Execution for Visual Analytics and...
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08/01/2019
Semantic Concept Spaces: Guided Topic Model Refinement using Word-Embedding Projections
We present a framework that allows users to incorporate the semantics of...
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10/25/2018
Analyzing Visual Mappings of Traditional and Alternative Music Notation
In this paper, we postulate that combining the domains of information vi...
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10/19/2017
Visual Integration of Data and Model Space in Ensemble Learning
Ensembles of classifier models typically deliver superior performance an...
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10/19/2017