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140 Results
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Poster
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Tue 8:30 |
Calibration and Consistency of Adversarial Surrogate Losses Pranjal Awasthi · Natalie Frank · Anqi Mao · Mehryar Mohri · Yutao Zhong |
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Poster
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Wed 0:30 |
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis JAEHOON LEE · Jihyeon Hyeong · Jinsung Jeon · Noseong Park · Jihoon Cho |
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Poster
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Tue 8:30 |
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks Yonggan Fu · Qixuan Yu · Yang Zhang · Shang Wu · Xu Ouyang · David Cox · Yingyan Lin |
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Poster
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Tue 16:30 |
Unadversarial Examples: Designing Objects for Robust Vision Hadi Salman · Andrew Ilyas · Logan Engstrom · Sai Vemprala · Aleksander Madry · Ashish Kapoor |
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Poster
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Wed 16:30 |
Towards Efficient and Effective Adversarial Training Gaurang Sriramanan · Sravanti Addepalli · Arya Baburaj · Venkatesh Babu R |
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Poster
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Fri 8:30 |
Robustness of Graph Neural Networks at Scale Simon Geisler · Tobias Schmidt · Hakan Şirin · Daniel Zügner · Aleksandar Bojchevski · Stephan Günnemann |
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Poster
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Wed 0:30 |
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck Junho Kim · Byung-Kwan Lee · Yong Man Ro |
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Poster
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Tue 8:30 |
Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations Shasha Li · Abhishek Aich · Shitong Zhu · Salman Asif · Chengyu Song · Amit Roy-Chowdhury · Srikanth Krishnamurthy |
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Poster
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Tue 8:30 |
Adversarial Robustness of Streaming Algorithms through Importance Sampling Vladimir Braverman · Avinatan Hassidim · Yossi Matias · Mariano Schain · Sandeep Silwal · Samson Zhou |
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Poster
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Wed 0:30 |
A PAC-Bayes Analysis of Adversarial Robustness Paul Viallard · Eric Guillaume VIDOT · Amaury Habrard · Emilie Morvant |
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Spotlight
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Clustering Effect of Adversarial Robust Models Yang Bai · Xin Yan · Yong Jiang · Shu-Tao Xia · Yisen Wang |
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Workshop
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Mon 12:00 |
Are models trained on temporally-continuous data streams more adversarially robust? Nathan Kong · Anthony Norcia |