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740 Results
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Poster
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Thu 17:00 |
Neural Attribution for Semantic Bug-Localization in Student Programs Rahul Gupta · Aditya Kanade · Shirish Shevade |
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Poster
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Thu 17:00 |
Attribution-Based Confidence Metric For Deep Neural Networks Susmit Jha · Sunny Raj · Steven Fernandes · Sumit K Jha · Somesh Jha · Brian Jalaian · Gunjan Verma · Ananthram Swami |
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Poster
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Thu 17:00 |
On Relating Explanations and Adversarial Examples Alexey Ignatiev · Nina Narodytska · Joao Marques-Silva |
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Poster
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Tue 10:45 |
Computing Linear Restrictions of Neural Networks Matthew Sotoudeh · Aditya V Thakur |
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Poster
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Thu 10:45 |
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alexander Mott · Daniel Zoran · Mike Chrzanowski · Daan Wierstra · Danilo Jimenez Rezende |
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Poster
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Tue 10:45 |
Accurate, reliable and fast robustness evaluation Wieland Brendel · Jonas Rauber · Matthias Kümmerer · Ivan Ustyuzhaninov · Matthias Bethge |
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Poster
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Thu 17:00 |
On the (In)fidelity and Sensitivity of Explanations Chih-Kuan Yeh · Cheng-Yu Hsieh · Arun Suggala · David Inouye · Pradeep Ravikumar |
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Poster
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Tue 10:45 |
Deliberative Explanations: visualizing network insecurities Pei Wang · Nuno Nvasconcelos |
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Poster
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Tue 10:45 |
The Geometry of Deep Networks: Power Diagram Subdivision Randall Balestriero · Romain Cosentino · Behnaam Aazhang · Richard Baraniuk |
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Poster
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Tue 10:45 |
Approximate Feature Collisions in Neural Nets Ke Li · Tianhao Zhang · Jitendra Malik |
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Poster
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Tue 10:45 |
Explanations can be manipulated and geometry is to blame Ann-Kathrin Dombrowski · Maximillian Alber · Christopher Anders · Marcel Ackermann · Klaus-Robert Müller · Pan Kessel |
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Poster
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Tue 10:45 |
CXPlain: Causal Explanations for Model Interpretation under Uncertainty Patrick Schwab · Walter Karlen |