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Poster
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Tue 10:45 |
Intrinsic dimension of data representations in deep neural networks Alessio Ansuini · Alessandro Laio · Jakob H Macke · Davide Zoccolan |
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Poster
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Tue 10:45 |
Full-Gradient Representation for Neural Network Visualization Suraj Srinivas · François Fleuret |
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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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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 |
Approximate Feature Collisions in Neural Nets Ke Li · Tianhao Zhang · Jitendra Malik |
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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 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 |
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 |
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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Tue 10:45 |
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph Yikang LI · Tao Ma · Yeqi Bai · Nan Duan · Sining Wei · Xiaogang Wang |
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Workshop
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Sat 11:30 |
Contributed talk: How well do deep neural networks trained on object recognition characterize the mouse visual system? Santiago A. Cadena, Fabian H. Sinz, Taliah Muhammad, Emmanouil Froudarakis, Erick Cobos, Edgar Y. Walker, Jake Reimer, Matthias Bethge, |