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Poster
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Wed 0:30 |
On Robust Optimal Transport: Computational Complexity and Barycenter Computation Khang Le · Huy Nguyen · Quang M Nguyen · Tung Pham · Hung Bui · Nhat Ho |
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Poster
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Tue 8:30 |
Automated Discovery of Adaptive Attacks on Adversarial Defenses Chengyuan Yao · Pavol Bielik · Petar Tsankov · Martin Vechev |
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Workshop
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Tue 9:00 |
An Automatic Finite-Data Robustness Metric for Bayes and Beyond: Can Dropping a Little Data Change Conclusions? |
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Poster
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Wed 16:30 |
Online Learning in Periodic Zero-Sum Games Tanner Fiez · Ryann Sim · Stratis Skoulakis · Georgios Piliouras · Lillian Ratliff |
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Poster
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Wed 0:30 |
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons Paul Haider · Benjamin Ellenberger · Laura Kriener · Jakob Jordan · Walter Senn · Mihai A. Petrovici |
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Poster
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Tue 16:30 |
On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness Eric Mintun · Alexander Kirillov · Saining Xie |
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Poster
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Thu 16:30 |
Sample Selection for Fair and Robust Training Yuji Roh · Kangwook Lee · Steven Whang · Changho Suh |
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Poster
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Fri 8:30 |
Adversarial Training Helps Transfer Learning via Better Representations Zhun Deng · Linjun Zhang · Kailas Vodrahalli · Kenji Kawaguchi · James Zou |
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Poster
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Fri 8:30 |
Visual Adversarial Imitation Learning using Variational Models Rafael Rafailov · Tianhe Yu · Aravind Rajeswaran · Chelsea Finn |
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Poster
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Tue 8:30 |
On the Algorithmic Stability of Adversarial Training Yue Xing · Qifan Song · Guang Cheng |
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Poster
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Tue 16:30 |
Visualizing the Emergence of Intermediate Visual Patterns in DNNs Mingjie Li · Shaobo Wang · Quanshi Zhang |
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Poster
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Wed 0:30 |
IQ-Learn: Inverse soft-Q Learning for Imitation Divyansh Garg · Shuvam Chakraborty · Chris Cundy · Jiaming Song · Stefano Ermon |