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364 Results
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Poster
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Wed 15:00 |
Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation Jianing Zhu · Yu Geng · Jiangchao Yao · Tongliang Liu · Gang Niu · Masashi Sugiyama · Bo Han |
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Workshop
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TrustAffinity: accurate, reliable and scalable out-of-distribution protein-ligand binding affinity prediction using trustworthy deep learning Amitesh Badkul · Li Xie · Shuo Zhang · Lei Xie |
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Poster
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Tue 15:15 |
Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training Zhenyi Wang · Zhenyi Wang · Li Shen · Tongliang Liu · Tiehang Duan · Yanjun Zhu · Donglin Zhan · DAVID DOERMANN · Mingchen Gao |
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Poster
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Tue 15:15 |
On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection Sangha Park · Jisoo Mok · Dahuin Jung · Saehyung Lee · Sungroh Yoon |
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Poster
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Tue 8:45 |
ProPILE: Probing Privacy Leakage in Large Language Models Siwon Kim · Sangdoo Yun · Hwaran Lee · Martin Gubri · Sungroh Yoon · Seong Joon Oh |
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Poster
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Wed 15:00 |
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? Xiaoxiao Sun · Nidham Gazagnadou · Vivek Sharma · Lingjuan Lyu · Hongdong Li · Liang Zheng |
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Poster
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Thu 15:00 |
Proximity-Informed Calibration for Deep Neural Networks Miao Xiong · Ailin Deng · Pang Wei Koh · Jiaying Wu · Shen Li · Jianqing Xu · Bryan Hooi |
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Poster
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Tue 8:45 |
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation Muchao Ye · Ziyi Yin · Tianrong Zhang · Tianyu Du · Tianyu Du · Jinghui Chen · Ting Wang · Fenglong Ma |
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Poster
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Wed 15:00 |
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Hussein Mozannar · Jimin Lee · Dennis Wei · Prasanna Sattigeri · Subhro Das · David Sontag |
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Poster
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Boosting Verification of Deep Reinforcement Learning via Piece-Wise Linear Decision Neural Networks Jiaxu Tian · Dapeng Zhi · Si Liu · Peixin Wang · Cheng Chen · Min Zhang |
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Poster
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Thu 15:00 |
D-Separation for Causal Self-Explanation Wei Liu · Jun Wang · Haozhao Wang · Ruixuan Li · Zhiying Deng · YuanKai Zhang · Yang Qiu |
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Poster
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Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer Zikai Xiao · Zihan Chen · Songshang Liu · Hualiang Wang · YANG FENG · Jin Hao · Joey Tianyi Zhou · Jian Wu · Howard Yang · Zuozhu Liu |