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44 Results
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Poster
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Mon 9:00 |
InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Boxin Wang · Shuohang Wang · Yu Cheng · Zhe Gan · Ruoxi Jia · Bo Li · Jingjing 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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Oral
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Mon 5:00 |
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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Thu 17:00 |
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity Kangkang Lu · Cuong Nguyen · Xun Xu · Kiran Chari · Yu Jing Goh · Chuan-Sheng Foo |
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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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Thu 1:00 |
Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning Namyeong Kwon · Hwidong Na · Gabriel Huang · Simon Lacoste-Julien |
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Poster
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Thu 17:00 |
Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models Mitchell Hill · Jonathan Mitchell · Song-Chun Zhu |
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Poster
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Wed 17:00 |
Evaluations and Methods for Explanation through Robustness Analysis Cheng-Yu Hsieh · Chih-Kuan Yeh · Xuanqing Liu · Pradeep K Ravikumar · Seungyeon Kim · Sanjiv Kumar · Cho-Jui Hsieh |