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CASIA OpenIR

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Unbiased Visual Question Answering by Leveraging Instrumental Variable 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2024, 卷号: 26, 页码: 6648-6662
作者:  Pan, Yonghua;  Liu, Jing;  Jin, Lu;  Li, Zechao
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/22
Visualization  Correlation  Instruments  Training  Predictive models  Color  Generators  Visual question answering  instrumental variable  causal inference  out of distribution  
Rethinking Polyp Segmentation from An Out-ofdistribution Perspective 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 631-639
作者:  Ge-Peng Ji;  Jing Zhang;  Dylan Campbell;  Huan Xiong;  Nick Barnes
Adobe PDF(2420Kb)  |  收藏  |  浏览/下载：18/7  |  提交时间：2024/07/18
Polyp segmentation  anomaly segmentation  out-of-distribution segmentation  masked autoencoder  abdomen  
Learning enhancing modality-invariant features for visible-infrared person re-identification 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 19
作者:  Zhang, La;  Zhao, Xu;  Du, Haohua;  Sun, Jian;  Wang, Jinqiao
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/03
Visible-infrared person re-identification  Cross-modality  Feature learning  Feature distribution  
Understanding and Mitigating Dimensional Collapse in Federated Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:  Shi, Yujun;  Liang, Jian;  Zhang, Wenqing;  Xue, Chuhui;  Tan, Vincent Y. F.;  Bai, Song
收藏  |  浏览/下载：14/0  |  提交时间：2024/07/03
Federated learning  representation learning  distribution shift  dimensional collapse  
Revisiting Confidence Estimation: Towards Reliable Failure Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 3370-3387
作者:  Zhu, Fei;  Zhang, Xu-Yao;  Cheng, Zhen;  Liu, Cheng-Lin
收藏  |  浏览/下载：21/0  |  提交时间：2024/07/03
Confidence estimation  uncertainty quantification  failure prediction  misclassification detection  selective classification  out-of-distribution detection  confidence calibration  model reliability  trustworthy  flat minima  
Distribution Unified and Probability Space Aligned Teacher-Student Learning for Imbalanced Visual Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 4, 页码: 2414-2425
作者:  Zhang, Shaoyu;  Chen, Chen;  Xie, Qiong;  Sun, Haigang;  Dong, Fei;  Peng, Silong
Adobe PDF(2511Kb)  |  收藏  |  浏览/下载：63/12  |  提交时间：2024/05/30
Class-imbalanced learning  distribution mismatch  probability space mismatch  teacher-student learning  
Prior-guided individualized thalamic parcellation based on local diffusion characteristics 期刊论文
HUMAN BRAIN MAPPING, 2024, 卷号: 45, 期号: 4, 页码: 15
作者:  Gao, Chaohong;  Wu, Xia;  Wang, Yaping;  Li, Gang;  Ma, Liang;  Wang, Changshuo;  Xie, Sangma;  Chu, Congying;  Madsen, Kristoffer Hougaard;  Hou, Zhongyu;  Fan, Lingzhong
收藏  |  浏览/下载：30/0  |  提交时间：2024/05/30
diffusion MRI  individualized brain mapping  machine learning  orientation distribution function  thalamic parcellation  
Hierarchical Distribution-Based Tightly-Coupled LiDAR Inertial Odometry 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 1, 页码: 1423-1435
作者:  Wang, Chengpeng;  Cao, Zhiqiang;  Li, Jianjie;  Yu, Junzhi;  Wang, Shuo
Adobe PDF(3553Kb)  |  收藏  |  浏览/下载：66/17  |  提交时间：2024/05/28
3D LiDAR inertial odometry,  distribution  filtering  optimization  point cloud constraint degeneration  
Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者:  Jiaxin Ren;  Jingcheng Wen;  Zhibin Zhao;  Ruqiang Yan;  Xuefeng Chen;  Asoke K. Nandi
Adobe PDF(16165Kb)  |  收藏  |  浏览/下载：52/14  |  提交时间：2024/05/22
Out-of-distribution detection  traceability analysis  trustworthy fault diagnosis  uncertainty quantification  
Effective and Robust Detection of Adversarial Examples via Benford-Fourier Coefficients 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 666-682
作者:  Cheng-Cheng Ma;  Bao-Yuan Wu;  Yan-Bo Fan;  Yong Zhang;   Zhi-Feng Li
Adobe PDF(9598Kb)  |  收藏  |  浏览/下载：75/24  |  提交时间：2024/04/23
Adversarial defense, adversarial detection, generalized Gaussian distribution, Benford-Fourier coefficients, image classification