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Workshop
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High-Robustness, Low-Transferability Fingerprinting of Neural Networks Siyue Wang |
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Workshop
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Sparse Coding Frontend for Robust Neural Networks Can Bakiskan |
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Poster
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Thu 1:00 |
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks Jan Schuchardt · Aleksandar Bojchevski · Johannes Gasteiger · Stephan Günnemann |
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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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Mon 1:00 |
Does enhanced shape bias improve neural network robustness to common corruptions? Chaithanya Kumar Mummadi · Ranjitha Subramaniam · Robin Hutmacher · Julien Vitay · Volker Fischer · Jan Hendrik Metzen |
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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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Thu 9:00 |
Enforcing robust control guarantees within neural network policies Priya Donti · Melrose Roderick · Mahyar Fazlyab · Zico Kolter |
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Workshop
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Non-Singular Adversarial Robustness of Neural Networks Chia-Yi Hsu · Pin-Yu Chen |
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Poster
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Thu 17:00 |
Convex Regularization behind Neural Reconstruction Arda Sahiner · Morteza Mardani · Batu Ozturkler · Mert Pilanci · John M Pauly |
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Poster
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Thu 9:00 |
Deconstructing the Regularization of BatchNorm Yann Dauphin · Ekin Cubuk |
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Spotlight
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Tue 5:28 |
Identifying nonlinear dynamical systems with multiple time scales and long-range dependencies Dominik Schmidt · Georgia Koppe · Zahra Monfared · Max Beutelspacher · Daniel Durstewitz |
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Poster
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Thu 1:00 |
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu · Yu Chen · Xiaofei Xie · Siow Jing Kai · Yang Liu |