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22 Results
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Poster
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Thu 17:00 |
Evaluation of Similarity-based Explanations Kazuaki Hanawa · Sho Yokoi · Satoshi Hara · Kentaro Inui |
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Poster
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Wed 1:00 |
Explainable Deep One-Class Classification Philipp Liznerski · Lukas Ruff · Robert A Vandermeulen · Billy J Franks · Marius Kloft · Klaus R Muller |
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Poster
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Wed 17:00 |
NBDT: Neural-Backed Decision Tree Alvin Wan · Lisa Dunlap · Daniel Ho · Jihan Yin · Scott Lee · Suzanne Petryk · Sarah A Bargal · Joseph E Gonzalez |
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Poster
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Thu 17:00 |
A Learning Theoretic Perspective on Local Explainability Jeffrey Li · Vaishnavh Nagarajan · Gregory Plumb · Ameet Talwalkar |
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Oral
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Wed 4:05 |
Getting a CLUE: A Method for Explaining Uncertainty Estimates Javier Antorán · Umang Bhatt · Tameem Adel · Adrian Weller · José Miguel Hernández Lobato |
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Poster
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Tue 1:00 |
Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization Judith Borowski · Roland Zimmermann · Judith Schepers · Robert Geirhos · Thomas S Wallis · Matthias Bethge · Wieland Brendel |
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Workshop
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Fri 12:05 |
Weakly Supervised Multi-task Learning for Concept-based Explainability Vladimir Balayan |
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Workshop
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Fri 8:50 |
PROBLEM AND SOLUTION DOCUMENTATION TEMPLATE FOR MACHINE LEARNING COMPETITIONS TO ENHANCE EXPLAINABILITY, REPRODUCIBILITY, AND COLLABORATION BETWEEN STAKEHOLDERS Oluwaseun Hamzat |
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Oral
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Mon 19:15 |
Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions Zhengxian Lin · Kin-Ho Lam · Alan Fern |
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Workshop
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Fri 12:20 |
Weakly Supervised Multi-task Learning for Concept-based Explainability - Q&A |