Visual Computing Group

2024

Cell2Cell: Explorative Cell Interaction Analysis in Multi-Volumetric Tissue Data

Moerth E, Sidak K, Maliga Z, Moeller T, Gehlenborg N, Sorger P, Pfister H, Beyer J, and Krüger R.
Transactions on Visualization and Computer Graphics (IEEE VIS).

Unraveling the Temporal Dynamics of the Unet in Diffusion Models

Prasad V, Zhu-Tian C, Vilanova A, Pfister H, Pezzotti N, and Strobelt H.
Deployable AI @ AAAI 2024.
- Visual Analytics
- Computer Vision
VIRD: Immersive Match Video Analysis for High-Performance Badminton Coaching

Lin T, Aouididi A, Zhu-Tian C, Beyer J, Pfister H, and Wang J.
IEEE Transactions on Visualization and Computer Graphics (IEEE VIS).
This is the Table I Want! Interactive Data Transformation on Desktop and in Virtual Reality

In S, Lin T, North C, Pfister H, and Yang Y.
IEEE Transactions on Visualization and Computer Graphics.
- Visual Analytics
- Human Computer Interaction
ARrow: A Real-Time AR Rowing Coach

Iannucci E, Zhu-Tian C, Armeni I, Pollefeys M, Pfister H, and Beyer J.
Eurographics: Eurovis 23.

The Ball is in Our Court: Conducting Visualization Research with Sports Experts

Lin T, Zhu-Tian C, Beyer J, Wu Y, Pfister H, and Yang Y.
IEEE Computer Graphics and Applications.
Visinity: Visual Spatial Neighborhood Analysis for Multiplexed Tissue Imaging Data

Warchol S, Krueger R, Nirmal AJ, Gaglia G, Jessup J, Ritch CC, Hoffer J, Muhlich J, Burger ML, Jacks T, Santagata S, Sorger PK, and Pfister H.
IEEE Transactions on Visualization and Computer Graphics (IEEE VIS).
- Visual Analytics
- Biomedical Visualization
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

Hendrik Strobelt, Albert Webson, Victor Sanh, Benjamin Hoover, Johanna Beyer, Hanspeter Pfister, and Alexander M. Rush.
IEEE Transactions on Visualization and Computer Graphics.
- Information Visualization
- Visual Analytics
Diagnosing Ensemble Few-Shot Classifiers

Yang W, Ye X, Zhang X, Xiao L, Xia J, Wang Z, Zhu J, Pfister H, and Liu S.
arXiv preprint arXiv:2206.04372.
- Visual Analytics

GenNI: Human-AI Collaboration for Data-Backed Text Generation

Strobelt H, Kinley J, Krueger R, Beyer J, Pfister H, and Rush AM.
IEEE Transactions on Visualization and Computer Graphics.
- Information Visualization
- Visual Analytics
Visualization Design Sprints for Online and On-Campus Courses

J. Beyer, Y. Yang, and H. Pfister.
IEEE Computer Graphics and Applications.
Scope2Screen: Focus+Context Techniques for Pathology TumorAssessment in Multivariate Image Data

Jessup J, Krueger R, Warchol S, Hoffer J, Muhlich J, Ritch CC, Gaglia G, Coy S, Chen Y, Lin J, Santagata S, Sorger PK, and Pfister H.
IEEE Transactions on Visualization and Computer Graphics (IEEE VIS).
- Visual Analytics
- Biomedical Visualization
Grand Challenges in Immersive Analytics

Barrett Ens, Benjamin Bach, Maxime Cordeil, Ulrich Engelke, Marcos Serrano, Wesley Willett, Arnaud Prouzeau, Christoph Anthes, Wolfgang Büschel, Cody Dunne, Tim Dwyer, Jens Grubert, Jason H. Haga, Nurit Kirshenbaum, Dylan Kobayashi, Tica Lin, Monsurat Olaosebikan, Fabian Pointecker, David Saffo, Nazmus Saquib, Dieter Schmalstieg, Danielle Albers Szafir, Matthew Whitlock, and Yalong Yang.
To appear in the 2021 ACM Conference on Human Factors in Computing Systems (CHI 21).
Visualizing and Interacting with Geospatial Networks: A Survey and Design Space

Sarah Schöttler, Yalong Yang, Hanspeter Pfister, and Benjamin Bach.
Computer Graphics Forum.

Facetto: Combining Unsupervised and Supervised Learning for Hierarchical Phenotype Analysis in Multi-Channel Image Data

Krueger R, Beyer J, Jang W, Kim NW, Sokolov A, Sorger PK, and Pfister H.
IEEE Transactions on Visualization and Computer Graphics.
FDive: Learning Relevance Models using Pattern-based Similarity Measures

Dennig F, Polk T, Lin Z, Schreck T, Pfister H, and Behrisch M.
IEEE Conference on Visual Analytics Science and Technology (VAST).
- Visual Analytics
Guiro: User-Guided Matrix Reordering

Behrisch M, Schreck T, and Pfister H.
IEEE Transactions on Visualization and Computer Graphics.
SAX Navigator: Time Series Exploration through Hierarchical Clustering

Nicholas Ruta, Naoko Sawada, Katy McKeough, Michael Behrisch, and Johanna Beyer.
Proceedings of 2019 IEEE Visualization Conference, Short Papers.
- Visual Analytics
TexTiles: Exploring Patterns in Historical Discourse

Robert Roessler, Caiseen Kelly, Michael Behrisch, and Johanna Beyer.
4th Workshop on Visualization for the Digital Humanities.
- Visual Analytics
- Other
Visual Interaction with Deep Learning Models through Collaborative Semantic Inference

Gehrmann S, Strobelt H, Krueger R, Pfister H, and Rush AM.
IEEE Transactions on Visualization and Computer Graphics.
Bird’s-Eye - Large-Scale Visual Analytics of City Dynamics using Social Location Data

Krueger R, Han Q, Ivanov N, Mahtal S, Thom D, Pfister H, and Ertl T.
Computer Graphics Forum.

Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models

Strobelt H, Gehrmann S, Behrisch M, Perer A, Pfister H, and Rush AM.
IEEE transactions on visualization and computer graphics.
- Visual Analytics
- Awards
Visual Pattern-Driven Exploration of Big Data

Behrisch M, Krüger R, Lekschas F, Schreck T, Gehlenborg N, and Pfister H.
IEEE Symposium on Big Data Visual Analytics.
- Visual Analytics
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

Strobelt H, Gehrmann S, Pfister H, and Rush AM.
IEEE Transactions on Visualization and Computer Graphics.
- Information Visualization
- Visual Analytics