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59 Results
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Poster
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Tue 14:30 |
Evaluating Robustness of Neural Networks with Mixed Integer Programming Vincent Tjeng · Kai Xiao · Russ Tedrake |
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Poster
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Tue 14:30 |
L2-Nonexpansive Neural Networks Haifeng Qian · Mark N Wegman |
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Poster
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Thu 9:00 |
A Generative Model For Electron Paths John Bradshaw · Matt Kusner · Brooks Paige · Marwin Segler · José Miguel Hernández Lobato |
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Poster
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Tue 14:30 |
Boosting Robustness Certification of Neural Networks Gagandeep Singh · Timon Gehr · Markus Püschel · Martin Vechev |
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Poster
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Tue 14:30 |
Adversarial Attacks on Graph Neural Networks via Meta Learning Daniel Zügner · Stephan Günnemann |
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Poster
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Tue 14:30 |
Towards the first adversarially robust neural network model on MNIST Lukas Schott · Jonas Rauber · Matthias Bethge · Wieland Brendel |
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Poster
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Tue 9:00 |
ADef: an Iterative Algorithm to Construct Adversarial Deformations Rima Alaifari · Giovanni S Alberti · Tandri Gauksson |
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Poster
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Tue 14:30 |
Verification of Non-Linear Specifications for Neural Networks Chongli Qin · Krishnamurthy Dvijotham · Brendan ODonoghue · Rudy R Bunel · Robert Stanforth · Sven Gowal · Jonathan Uesato · Grzegorz Swirszcz · Pushmeet Kohli |
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Poster
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Tue 14:30 |
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network Xuanqing Liu · Yao Li · Chongruo Wu · Cho-Jui Hsieh |
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Poster
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Tue 14:30 |
Excessive Invariance Causes Adversarial Vulnerability Joern-Henrik Jacobsen · Jens Behrmann · Richard Zemel · Matthias Bethge |
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Poster
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Tue 9:00 |
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces Ali Farshchian · Juan Álvaro Gallego · Joseph Paul Cohen · Yoshua Bengio · Lee E Miller · Sara A Solla |