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Thilo Spinner
Thilo Spinner
Research Engineer, ETH Zurich
Email confirmado em inf.ethz.ch
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explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning
T Spinner, U Schlegel, H Schäfer, M El-Assady
IEEE transactions on visualization and computer graphics 26 (1), 1064-1074, 2019
3312019
Towards XAI: structuring the processes of explanations
M El-Assady, W Jentner, R Kehlbeck, U Schlegel, R Sevastjanova, ...
Proceedings of the ACM Workshop on Human-Centered Machine Learning, Glasgow …, 2019
462019
Towards an interpretable latent space: an intuitive comparison of autoencoders with variational autoencoders
T Spinner, J Körner, J Görtler, O Deussen
412018
Uncertainty-aware principal component analysis
J Görtler, T Spinner, D Streeb, D Weiskopf, O Deussen
IEEE Transactions on Visualization and Computer Graphics 26 (1), 822-831, 2019
372019
Semantic color mapping: A pipeline for assigning meaningful colors to text
M El-Assady, R Kehlbeck, Y Metz, U Schlegel, R Sevastjanova, F Sperrle, ...
2022 IEEE 4th Workshop on Visualization Guidelines in Research, Design, and …, 2022
92022
Demystifying the Embedding Space of Language Models
R Kehlbeck, R Sevastjanova, T Spinner, T Stähle, M El-Assady
72021
-generAItor: Tree-in-the-loop Text Generation for Language Model Explainability and Adaptation
T Spinner, R Kehlbeck, R Sevastjanova, T Stähle, DA Keim, O Deussen, ...
ACM Transactions on Interactive Intelligent Systems 14 (2), 1-32, 2024
52024
Revealing the Unwritten: Visual Investigation of Beam Search Trees to Address Language Model Prompting Challenges
T Spinner, R Kehlbeck, R Sevastjanova, T Stähle, DA Keim, O Deussen, ...
arXiv preprint arXiv:2310.11252, 2023
42023
Visualisierung der covid-19-inzidenzen und behandlungskapazitäten mit coronavis
W Jentner, F Sperrle, D Seebacher, M Kraus, R Sevastjanova, MT Fischer, ...
Resilienz und Pandemie: Handlungsempfehlungen anhand von Erfahrungen mit …, 2022
32022
iNNspector: Visual, interactive deep model debugging
T Spinner, D Fürst, M El-Assady
arXiv preprint arXiv:2407.17998, 2024
22024
Resilienz und Pandemie: Handlungsempfehlungen anhand von Erfahrungen mit COVID-19
T Lukas, D Vogt, B Tackenberg, L Tutt, J Zisgen, N Bernstein, Y Schulte, ...
Kohlhammer Verlag, 2022
12022
Speculative Execution of Similarity Queries: Real-Time Parameter Optimization through Visual Exploration
T Spinner, U Schlegel, M Schall, F Sperrle, R Sevastjanova, B Gobbo, ...
12021
NEAT-Novel Emergency Analysis Tool
W Jentner, J Buchmüller, F Sperrle, R Sevastjanova, T Spinner, ...
2019 IEEE Conference on Visual Analytics Science and Technology (VAST), 104-105, 2019
12019
Visual, Interactive Deep Model Debugging: Supporting AI Development and Explainability
T Spinner
2024
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning Supplementary Material
T Spinner, U Schlegel, H Schäfer, M El-Assady
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