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Workshop
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Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
Soumajyoti Sarkar · Saab Mansour · Sailik Sengupta · Sheng Zha · Kaixiang Lin
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Workshop
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Pre-training Robust Feature Extractor Against Clean-label Data Poisoning Attacks
Ting Zhou · Hanshu Yan · Lei LIU · Jingfeng Zhang · Bo Han
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Workshop
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An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
Ziquan Liu · Yi Xu · Yuanhong Xu · Qi Qian · Hao Li · Rong Jin · Xiangyang Ji · Antoni Chan
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Poster
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A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models
Yuanxin Liu · Fandong Meng · Zheng Lin · Jiangnan Li · Peng Fu · Yanan Cao · Weiping Wang · Jie Zhou
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Poster
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Wed 9:00
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Adversarial Robustness is at Odds with Lazy Training
Yunjuan Wang · Enayat Ullah · Poorya Mianjy · Raman Arora
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Poster
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Wed 9:00
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LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness
Xiaojun Xu · Linyi Li · Bo Li
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Workshop
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Fri 12:35
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Dynamic Efficient Adversarial Training Guided by Gradient Magnitude
Fu Wang · Yanghao Zhang · Wenjie Ruan · Yanbin Zheng
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Workshop
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Dynamic Efficient Adversarial Training Guided by Gradient Magnitude
Fu Wang · Yanghao Zhang · Wenjie Ruan · Yanbin Zheng
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Poster
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When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture
Yichuan Mo · Dongxian Wu · Yifei Wang · Yiwen Guo · Yisen Wang
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Poster
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Thu 9:00
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Phase Transition from Clean Training to Adversarial Training
Yue Xing · Qifan Song · Guang Cheng
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Poster
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On the Tradeoff Between Robustness and Fairness
Xinsong Ma · Zekai Wang · Weiwei Liu
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Poster
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Tue 14:00
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Accelerating Certified Robustness Training via Knowledge Transfer
Pratik Vaishnavi · Kevin Eykholt · Amir Rahmati
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