Patrick Knab

14 papers A* 1A 3Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models.
ECAI
Patrick Knab, Sascha Marton, Christian Bartelt
2025 J jnl
Concepts in Motion: Temporal Bottlenecks for Interpretable Video Classification.
CoRR
Patrick Knab, Sascha Marton, Philipp J. Schubert, Drago Guggiana, Christian Bartelt
2025 A* conf
DCBM: Data-Efficient Visual Concept Bottleneck Models.
ICML
Katharina Prasse, Patrick Knab, Sascha Marton, Christian Bartelt, Margret Keuper
2025 — conf
Which LIME Should I Trust? Concepts, Challenges, and Solutions.
xAI (2)
Patrick Knab, Sascha Marton, Udo Schlegel, Christian Bartelt
2025 J jnl
Which LIME should I trust? Concepts, Challenges, and Solutions.
CoRR
Patrick Knab, Sascha Marton, Udo Schlegel, Christian Bartelt
2024 J jnl
Aligning Visual and Semantic Interpretability through Visually Grounded Concept Bottleneck Models.
CoRR
Patrick Knab, Katharina Prasse, Sascha Marton, Christian Bartelt, Margret Keuper
2024 J jnl
DSEG-LIME - Improving Image Explanation by Hierarchical Data-Driven Segmentation.
CoRR
Patrick Knab, Sascha Marton, Christian Bartelt
2024 — conf
Interpreting Outliers in Time Series Data through Decoding Autoencoder.
TempXAI@PKDD/ECML
Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder
2024 J jnl
Interpreting Outliers in Time Series Data through Decoding Autoencoder.
CoRR
Patrick Knab, Sascha Marton, Christian Bartelt, Robert Fuder
2010 — conf
Visual Patterns in Issue Tracking Data.
ICSP
Patrick Knab, Martin Pinzger, Harald C. Gall
2009 — conf
Interactive views for analyzing problem reports.
ICSM
Patrick Knab, Beat Fluri, Harald C. Gall, Martin Pinzger
2009 — conf
Smart views for analyzing problem reports: tool demo.
ESEC/SIGSOFT FSE
Patrick Knab, Harald C. Gall, Martin Pinzger
2008 A conf
A Tool for Visual Understanding of Source Code Dependencies.
ICPC
Martin Pinzger, Katja Grafenhain, Patrick Knab, Harald C. Gall
2006 A conf
Predicting defect densities in source code files with decision tree learners.
MSR
Patrick Knab, Martin Pinzger, Abraham Bernstein