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47 Results
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Workshop
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MoCo-Transfer: Investigating out-of-distribution contrastive learning for limited-data domains Yuwen Chen · Helen Zhou · Zachary Lipton |
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Workshop
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Learning to ignore: Single Source Domain Generalization via Oracle Regularization Dong Kyu Cho · Sanghack Lee |
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Workshop
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Retrieval-based Language Models Using a Multi-domain Datastore Rulin Shao · Sewon Min · Luke Zettlemoyer · Pang Wei Koh |
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Poster
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Wed 8:45 |
Learning to Augment Distributions for Out-of-distribution Detection Qizhou Wang · Zhen Fang · Yonggang Zhang · Feng Liu · Yixuan Li · Bo Han |
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Workshop
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Diffusion-based Semantic-Discrepant Outlier Generation for Out-of-Distribution Detection Suhee Yoon · Sanghyu Yoon · Hankook Lee · Sangjun Han · Ye Seul Sim · Kyungeun Lee · Hyeseung Cho · Woohyung Lim |
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Workshop
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Towards out-of-distribution generalizable predictions of chemical kinetics properties Zihao Wang · Yongqiang Chen · Yang Duan · Weijiang Li · Bo Han · James Cheng · Hanghang Tong · Hanghang Tong |
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Poster
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Wed 8:45 |
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients Sima Behpour · Thang Long Doan · Xin Li · Wenbin He · Liang Gou · Liu Ren |
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Poster
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Tue 8:45 |
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions Lingdong Kong · Shaoyuan Xie · Hanjiang Hu · Lai Xing Ng · Benoit Cottereau · Wei Tsang Ooi |
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Poster
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Thu 8:45 |
Understanding and Improving Feature Learning for Out-of-Distribution Generalization Yongqiang Chen · Wei Huang · Kaiwen Zhou · Yatao Bian · Bo Han · James Cheng |
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Poster
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Wed 15:00 |
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions Kai Liu · Zhihang Fu · Chao Chen · Sheng Jin · Ze Chen · Mingyuan Tao · Rongxin Jiang · Jieping Ye |
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Poster
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GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection Jinggang Chen · Junjie Li · Xiaoyang Qu · Jianzong Wang · Jiguang Wan · Jing Xiao |
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Poster
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Tue 15:15 |
Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations Lifan Yuan · Yangyi Chen · Ganqu Cui · Hongcheng Gao · FangYuan Zou · Xingyi Cheng · Heng Ji · Zhiyuan Liu · Maosong Sun |