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38 Results
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Poster
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Wed 9:00 |
AdaFocal: Calibration-aware Adaptive Focal Loss Arindam Ghosh · Thomas Schaaf · Matthew Gormley |
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Poster
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Wed 14:00 |
Uncalibrated Models Can Improve Human-AI Collaboration Kailas Vodrahalli · Tobias Gerstenberg · James Zou |
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Poster
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Wed 14:00 |
Towards Consistency in Adversarial Classification Laurent Meunier · Raphael Ettedgui · Rafael Pinot · Yann Chevaleyre · Jamal Atif |
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Poster
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Wed 14:00 |
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport Dandan Guo · Long Tian · He Zhao · Mingyuan Zhou · Hongyuan Zha |
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Poster
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Tue 9:00 |
Adversarial Attack on Attackers: Post-Process to Mitigate Black-Box Score-Based Query Attacks Sizhe Chen · Zhehao Huang · Qinghua Tao · Yingwen Wu · Cihang Xie · Xiaolin Huang |
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Poster
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CalFAT: Calibrated Federated Adversarial Training with Label Skewness Chen Chen · Yuchen Liu · Xingjun Ma · Lingjuan Lyu |
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Poster
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Thu 9:00 |
Single Model Uncertainty Estimation via Stochastic Data Centering Jayaraman Thiagarajan · Rushil Anirudh · Vivek Sivaraman Narayanaswamy · Timo Bremer |
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Poster
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Wed 9:00 |
Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks Agustinus Kristiadi · Runa Eschenhagen · Philipp Hennig |
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Poster
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Tue 14:00 |
Understanding Square Loss in Training Overparametrized Neural Network Classifiers Tianyang Hu · Jun WANG · Wenjia Wang · Zhenguo Li |
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Poster
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Tue 9:00 |
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees Songkai Xue · Yuekai Sun · Mikhail Yurochkin |
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Panel
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Tue 17:45 |
Panel 2B-2: One Positive Label… & Calibrated Data-Dependent Constraints… Songkai Xue · Ning Xu |
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Poster
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Thu 14:00 |
Ambiguous Images With Human Judgments for Robust Visual Event Classification Kate Sanders · Reno Kriz · Anqi Liu · Benjamin Van Durme |