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16 Results
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Workshop
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Mon 13:20 |
Bridging Adversarial Robustness and Gradient Interpretability Beomsu Kim |
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Poster
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Tue 14:30 |
Cost-Sensitive Robustness against Adversarial Examples Xiao Zhang · David Evans |
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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 |
Robust Conditional Generative Adversarial Networks Grigorios Chrysos · Jean Kossaifi · Stefanos Zafeiriou |
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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 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 |
Defensive Quantization: When Efficiency Meets Robustness Ji Lin · Chuang Gan · Song Han |
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Poster
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Tue 14:30 |
A Direct Approach to Robust Deep Learning Using Adversarial Networks huaxia wang · Chun-Nam Yu |
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Poster
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Tue 14:30 |
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability Kai Xiao · Vincent Tjeng · Nur Muhammad Shafiullah · Aleksander Madry |
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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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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 |
Robustness May Be at Odds with Accuracy Dimitris Tsipras · Shibani Santurkar · Logan Engstrom · Alexander Turner · Aleksander Madry |