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36 Results
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Workshop
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Active Fourier Auditor for Estimating Distributional Properties of ML Models Ayoub Ajarra · Bishwamittra Ghosh · Debabrota Basu |
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Workshop
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ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction? Canyu Chen · Jian Yu · Shan Chen · Che Liu · Zhongwei Wan · Danielle Bitterman · Fei Wang · Kai Shu |
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Poster
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Fri 11:00 |
Grounding Multimodal Large Language Models in Actions Andrew Szot · Bogdan Mazoure · Harsh Agrawal · R Devon Hjelm · Zsolt Kira · Alexander Toshev |
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Workshop
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Sat 10:45 |
When Do Universal Image Jailbreaks Transfer Between Vision-Language Models? Rylan Schaeffer · Dan Valentine · Luke Bailey · James Chua · Cristobal Eyzaguirre · Zane Durante · Joe Benton · Brando Miranda · Henry Sleight · Tony Wang · John Hughes · Rajashree Agrawal · Mrinank Sharma · Scott Emmons · Sanmi Koyejo · Ethan Perez |
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Workshop
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Sun 13:40 |
On Calibration of LLM-based Guard Models for Reliable Content Moderationpdf icon |
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Poster
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Thu 11:00 |
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection Geng Yu · Jianing Zhu · Jiangchao Yao · Bo Han |
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Workshop
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An Active Learning Performance Model for Parallel Bayesian Calibration of Expensive Simulations Özge Sürer · Stefan M. Wild |
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Poster
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A PID Controller Approach for Adaptive Probability-dependent Gradient Decay in Model Calibration Siyuan Zhang · Linbo Xie |
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Poster
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Wed 16:30 |
Calibrating Reasoning in Language Models with Internal Consistency Zhihui Xie · Jizhou Guo · Tong Yu · Shuai Li |
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Poster
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Thu 11:00 |
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment Teng Xiao · Yige Yuan · Huaisheng Zhu · Mingxiao Li · Vasant Honavar |
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Workshop
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Mitigating Overconfidence in Large Language Models: A Behavioral Lens on Confidence Estimation and Calibration Bingbing Wen · Chenjun Xu · Bin Han · Robert Wolfe · Lucy Lu Wang · Bill Howe |
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Poster
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Thu 16:30 |
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models Daniela de Albuquerque · John Pearson |