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Yannick Metz
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Task-based visual interactive modeling: Decision trees and rule-based classifiers
D Streeb, Y Metz, U Schlegel, B Schneider, M El-Assady, H Neth, M Chen, ...
IEEE Transactions on Visualization and Computer Graphics 28 (9), 3307-3323, 2021
182021
A text and image analysis workflow using citizen science data to extract relevant social media records: Combining red kite observations from Flickr, eBird and iNaturalist
MC Hartmann, M Schott, A Dsouza, Y Metz, M Volpi, RS Purves
Ecological Informatics 71, 101782, 2022
82022
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
62022
RLHF-Blender: A Configurable Interactive Interface for Learning from Diverse Human Feedback
Y Metz, D Lindner, R Baur, DA Keim, M El-Assady
ICML2023 Interactive Learning from Implicit Human Feedback Workshop, 2023
42023
A comprehensive workflow for effective imitation and reinforcement learning with visual analytics
Y Metz, U Schlegel, D Seebacher, M El-Assady, DA Keim
22022
Interactive Webtool for Tempospatial Data and Visual Audio Analysis: VAST Challenge 2018: Honorable Mention for Interactive Analytic Tool
B Bäumle, I Boesecke, R Buchmüller, Y Metz, J Buchmüller, E Cakmak, ...
2018 IEEE Conference on Visual Analytics Science and Technology (VAST), 96-97, 2018
22018
MULTI-CASE: A Transformer-based Ethics-aware Multimodal Investigative Intelligence Framework
MT Fischer, Y Metz, L Joos, M Miller, DA Keim
arXiv preprint arXiv:2401.01955, 2024
12024
VISITOR: Visual Interactive State Sequence Exploration for Reinforcement Learning
Y Metz, E Bykovets, L Joos, D Keim, M El‐Assady
Computer Graphics Forum 42 (3), 397-408, 2023
12023
Uncertainty-Aware Enrichment of Animal Movement Trajectories by VGI
Y Metz, DA Keim
Volunteered Geographic Information, 79, 2024
2024
How to Enable Uncertainty Estimation in Proximal Policy Optimization
E Bykovets, Y Metz, M El-Assady, DA Keim, JM Buhmann
arXiv preprint arXiv:2210.03649, 2022
2022
BARReL: Bottleneck Attention for Adversarial Robustness in Vision-Based Reinforcement Learning
E Bykovets, Y Metz, M El-Assady, DA Keim, JM Buhmann
arXiv preprint arXiv:2208.10481, 2022
2022
PRIMAGE-An Artifical Intelligence-based Clinical Decision Support System for Optimized Cancer Diagnosis and Risk Assessment: A Progress Update
AC Nieto, R Ladenstein, B Hero, S Taschner-Mandl, U Pötschger, ...
2022
Effective Imitation and Reinforcement Learning Through Visual Analytics
Y Metz
Universität Konstanz, 2021
2021
Evaluating Concept Attributions for the Interpretability of Deep Neural Networks
Y Metz
Universität Konstanz, 2019
2019
RecSys Challenge 2018: playlist continuation based on shared neighborhood-methods, matrix factorization and audio-feature classification
TC Blauensteiner, Y Metz
2018
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