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84 Results
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Poster
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Wed 16:30 |
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models Junjiao Tian · Chengyue Huang · Zsolt Kira |
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Poster
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Thu 16:30 |
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise Yeonguk Yu · Minhwan Ko · Sungho Shin · Kangmin Kim · Kyoobin Lee |
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Poster
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Fri 11:00 |
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models Yimeng Zhang · Xin Chen · Jinghan Jia · Yihua Zhang · Chongyu Fan · Jiancheng Liu · Mingyi Hong · Ke Ding · Sijia Liu |
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Poster
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Fri 11:00 |
Robust group and simultaneous inferences for high-dimensional single index model Weichao Yang · Hongwei Shi · Xu Guo · Changliang Zou |
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Workshop
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Using Rashomon Sets for Robust Active Learning Simon Nguyen · Tyler H. McCormick |
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Poster
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Wed 16:30 |
Towards Robust Multimodal Sentiment Analysis with Incomplete Data Haoyu Zhang · Wenbin Wang · Tianshu Yu |
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Poster
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Wed 16:30 |
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation Meriem Boubdir · Edward Kim · Beyza Ermis · Sara Hooker · Marzieh Fadaee |
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Workshop
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Domain Adaptation for Robust Model Routing Christoph Dann · Yishay Mansour · Teodor Vanislavov Marinov · Mehryar Mohri |
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Poster
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Wed 11:00 |
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness Mengxi Chen · Fei Zhang · Zihua Zhao · Jiangchao Yao · Ya Zhang · Yanfeng Wang |
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Poster
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Fri 11:00 |
Sample and Computationally Efficient Robust Learning of Gaussian Single-Index Models Puqian Wang · Nikos Zarifis · Ilias Diakonikolas · Jelena Diakonikolas |
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Poster
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Thu 16:30 |
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks Andy Zhou · Bo Li · Haohan Wang |
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Poster
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Thu 11:00 |
Exploring Adversarial Robustness of Deep State Space Models Biqing Qi · Yiang Luo · Junqi Gao · Pengfei Li · Kai Tian · Zhiyuan Ma · Bowen Zhou |