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103 Results
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Poster
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Mon 17:00 |
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning Ren Wang · Kaidi Xu · Sijia Liu · Pin-Yu Chen · Tsui-Wei Weng · Chuang Gan · Meng Wang |
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Poster
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Tue 9:00 |
Robust Pruning at Initialization Soufiane Hayou · Jean-Francois Ton · Arnaud Doucet · Yee Whye Teh |
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Spotlight
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Tue 19:25 |
Orthogonalizing Convolutional Layers with the Cayley Transform Asher Trockman · Zico Kolter |
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Poster
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Thu 9:00 |
Enforcing robust control guarantees within neural network policies Priya Donti · Melrose Roderick · Mahyar Fazlyab · Zico Kolter |
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Poster
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Thu 1:00 |
Counterfactual Generative Networks Axel Sauer · Andreas Geiger |
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Poster
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Wed 9:00 |
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models Cassidy Laidlaw · Sahil Singla · Soheil Feizi |
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Poster
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Thu 9:00 |
Noise or Signal: The Role of Image Backgrounds in Object Recognition Kai Xiao · Logan Engstrom · Andrew Ilyas · Aleksander Madry |
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Poster
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Wed 1:00 |
Improving Adversarial Robustness via Channel-wise Activation Suppressing Yang Bai · Yuyuan Zeng · Yong Jiang · Shu-Tao Xia · Xingjun Ma · Yisen Wang |
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Poster
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Mon 17:00 |
When Optimizing -Divergence is Robust with Label Noise Jiaheng Wei · Yang Liu |
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Poster
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Wed 1:00 |
Geometry-aware Instance-reweighted Adversarial Training Jingfeng Zhang · Jianing ZHU · Gang Niu · Bo Han · Masashi Sugiyama · Mohan Kankanhalli |
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Poster
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Wed 1:00 |
Bag of Tricks for Adversarial Training Tianyu Pang · Xiao Yang · Yinpeng Dong · Hang Su · Jun Zhu |
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Spotlight
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Tue 11:30 |
How Does Mixup Help With Robustness and Generalization? Linjun Zhang · Zhun Deng · Kenji Kawaguchi · Amirata Ghorbani · James Zou |