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103 Results
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Poster
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Mon 17:00 |
Robust Curriculum Learning: from clean label detection to noisy label self-correction Tianyi Zhou · Shengjie Wang · Jeff Bilmes |
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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 |
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Poster
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Mon 9:00 |
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation Angtian Wang · Adam Kortylewski · Alan Yuille |
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Poster
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Wed 9:00 |
Training independent subnetworks for robust prediction Marton Havasi · Rodolphe Jenatton · Stanislav Fort · Jeremiah Zhe Liu · Jasper Snoek · Balaji Lakshminarayanan · Andrew Dai · Dustin Tran |
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Poster
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Mon 17:00 |
Selective Classification Can Magnify Disparities Across Groups Erik Jones · Shiori Sagawa · Pang Wei Koh · Ananya Kumar · Percy Liang |
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Poster
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Wed 17:00 |
Robust Overfitting may be mitigated by properly learned smoothening Tianlong Chen · Zhenyu Zhang · Sijia Liu · Shiyu Chang · Zhangyang Wang |
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Poster
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Wed 1:00 |
Self-supervised Adversarial Robustness for the Low-label, High-data Regime Sven Gowal · Po-Sen Huang · Aaron v den · Timothy A Mann · Pushmeet Kohli |
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Poster
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Wed 9:00 |
Provably robust classification of adversarial examples with detection Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter |
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Poster
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Tue 9:00 |
How Benign is Benign Overfitting ? Amartya Sanyal · Puneet Dokania · Varun Kanade · Philip Torr |
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Poster
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Mon 1:00 |
Towards Robust Neural Networks via Close-loop Control Zhuotong Chen · Qianxiao Li · Zheng Zhang |
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Poster
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Wed 17:00 |
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie · Ananya Kumar · Robbie Jones · Fereshte Khani · Tengyu Ma · Percy Liang |
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Spotlight
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Tue 19:25 |
Orthogonalizing Convolutional Layers with the Cayley Transform Asher Trockman · Zico Kolter |