A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation (English)
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In:
IEEE Transactions on Pattern Analysis and Machine Intelligence
;
46
, 5
;
3784-3795
;
2024
- Article (Journal) / Electronic Resource
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Title:A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI Segmentation
-
Contributors:Fidon, Lucas ( author ) / Aertsen, Michael ( author ) / Kofler, Florian ( author ) / Bink, Andrea ( author ) / David, Anna L. ( author ) / Deprest, Thomas ( author ) / Emam, Doaa ( author ) / Guffens, Frederic ( author ) / Jakab, Andras ( author ) / Kasprian, Gregor ( author )
-
Published in:IEEE Transactions on Pattern Analysis and Machine Intelligence ; 46, 5 ; 3784-3795
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Publisher:
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Publication date:2024-05-01
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Size:1600915 byte
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 46, Issue 5
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 2555
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Ultra Fast Deep Lane Detection With Hybrid Anchor Driven Ordinal ClassificationQin, Zequn / Zhang, Pengyi / Li, Xi et al. | 2024
- 2569
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On the Robustness of Average Losses for Partial-Label LearningLv, Jiaqi / Liu, Biao / Feng, Lei / Xu, Ning / Xu, Miao / An, Bo / Niu, Gang / Geng, Xin / Sugiyama, Masashi et al. | 2024
- 2584
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Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency AnalysisBesta, Maciej / Hoefler, Torsten et al. | 2024
- 2607
-
In-Domain GAN Inversion for Faithful Reconstruction and EditabilityZhu, Jiapeng / Shen, Yujun / Xu, Yinghao / Zhao, Deli / Chen, Qifeng / Zhou, Bolei et al. | 2024
- 2622
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t-EER: Parameter-Free Tandem Evaluation of Countermeasures and Biometric ComparatorsKinnunen, Tomi H. / Lee, Kong Aik / Tak, Hemlata / Evans, Nicholas / Nautsch, Andreas et al. | 2024
- 2638
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Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-SimilarityChang, Yi / Guo, Yun / Ye, Yuntong / Yu, Changfeng / Zhu, Lin / Zhao, Xile / Yan, Luxin / Tian, Yonghong et al. | 2024
- 2658
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Semi-Supervised Learning for FGVC With Out-of-Category DataDu, Ruoyi / Chang, Dongliang / Ma, Zhanyu / Liang, Kongming / Song, Yi-Zhe / Guo, Jun et al. | 2024
- 2672
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The Impact of Adversarial Attacks on Federated Learning: A SurveyKumar, Kummari Naveen / Mohan, Chalavadi Krishna / Cenkeramaddi, Linga Reddy et al. | 2024
- 2692
-
Revisiting Person Re-Identification by Camera SelectionPeng, Yi-Xing / Li, Yuanxun / Zheng, Wei-Shi et al. | 2024
- 2709
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A Flexible EM-Like Clustering Algorithm for Noisy DataRoizman, Violeta / Jonckheere, Matthieu / Pascal, Frederic et al. | 2024
- 2722
-
DNA Family: Boosting Weight-Sharing NAS With Block-Wise SupervisionsWang, Guangrun / Li, Changlin / Yuan, Liuchun / Peng, Jiefeng / Xian, Xiaoyu / Liang, Xiaodan / Chang, Xiaojun / Lin, Liang et al. | 2024
- 2741
-
CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object DetectionZhang, Ni / Liu, Nian / Nan, Fang / Han, Junwei et al. | 2024
- 2758
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Cascaded and Generalizable Neural Radiance Fields for Fast View SynthesisNguyen-Ha, Phong / Huynh, Lam / Rahtu, Esa / Matas, Jiri / Heikkila, Janne et al. | 2024
- 2770
-
Deep$\mathrm {M^{2}}$M2CDL: Deep Multi-Scale Multi-Modal Convolutional Dictionary Learning NetworkDeng, Xin / Xu, Jingyi / Gao, Fangyuan / Sun, Xiancheng / Xu, Mai et al. | 2024
- 2788
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Model-Based Reinforcement Learning With Isolated ImaginationsPan, Minting / Zhu, Xiangming / Zheng, Yitao / Wang, Yunbo / Yang, Xiaokang et al. | 2024
- 2804
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Bi-DexHands: Towards Human-Level Bimanual Dexterous ManipulationChen, Yuanpei / Geng, Yiran / Zhong, Fangwei / Ji, Jiaming / Jiang, Jiechuang / Lu, Zongqing / Dong, Hao / Yang, Yaodong et al. | 2024
- 2819
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Identity-Guided Collaborative Learning for Cloth-Changing Person ReidentificationGao, Zan / Wei, Shengxun / Guan, Weili / Zhu, Lei / Wang, Meng / Chen, Shengyong et al. | 2024
- 2838
-
Growing Like a Tree: Finding Trunks From Graph Skeleton TreesHuang, Zhongyu / Wang, Yingheng / Li, Chaozhuo / He, Huiguang et al. | 2024
- 2852
-
Anti-UAV410: A Thermal Infrared Benchmark and Customized Scheme for Tracking Drones in the WildHuang, Bo / Li, Jianan / Chen, Junjie / Wang, Gang / Zhao, Jian / Xu, Tingfa et al. | 2024
- 2866
-
Detecting Line Segments in Motion-Blurred Images With EventsYu, Huai / Li, Hao / Yang, Wen / Yu, Lei / Xia, Gui-Song et al. | 2024
- 2882
-
Generalized Characteristic Function Loss for Crowd Analysis in the Frequency DomainShu, Weibo / Wan, Jia / Chan, Antoni B. et al. | 2024
- 2900
-
Structured Pruning for Deep Convolutional Neural Networks: A SurveyHe, Yang / Xiao, Lingao et al. | 2024
- 2920
-
ConvMatch: Rethinking Network Design for Two-View Correspondence LearningZhang, Shihua / Ma, Jiayi et al. | 2024
- 2936
-
Understanding and Mitigating Dimensional Collapse in Federated LearningShi, Yujun / Liang, Jian / Zhang, Wenqing / Xue, Chuhui / Tan, Vincent Y. F. / Bai, Song et al. | 2024
- 2950
-
SketchTrans: Disentangled Prototype Learning With Transformer for Sketch-Photo RecognitionChen, Cuiqun / Ye, Mang / Qi, Meibin / Du, Bo et al. | 2024
- 2965
-
Co-Guiding for Multi-Intent Spoken Language UnderstandingXing, Bowen / Tsang, Ivor W. et al. | 2024
- 2981
-
Learning Dynamic Scene-Conditioned 3D Object DetectorsZheng, Yu / Duan, Yueqi / Li, Zongtai / Zhou, Jie / Lu, Jiwen et al. | 2024
- 2997
-
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video GenerationHong, Fa-Ting / Shen, Li / Xu, Dan et al. | 2024
- 3013
-
Faster Person Re-Identification: One-Shot-Filter and Coarse-to-Fine SearchWang, Guan'an / Huang, Xiaowen / Gong, Shaogang / Zhang, Jian / Gao, Wen et al. | 2024
- 3031
-
Binary Graph Convolutional Network With Capacity ExplorationWang, Junfu / Guo, Yuanfang / Yang, Liang / Wang, Yunhong et al. | 2024
- 3047
-
Variational Adversarial Defense: A Bayes Perspective for Adversarial TrainingZhao, Chenglong / Mei, Shibin / Ni, Bingbing / Yuan, Shengchao / Yu, Zhenbo / Wang, Jun et al. | 2024
- 3064
-
A Hybrid Neural Coding Approach for Pattern Recognition With Spiking Neural NetworksChen, Xinyi / Yang, Qu / Wu, Jibin / Li, Haizhou / Tan, Kay Chen et al. | 2024
- 3079
-
Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal ProcessingLiu, Daizong / Hu, Wei / Li, Xin et al. | 2024
- 3096
-
Robust Multi-Agent Communication With Graph Information Bottleneck OptimizationDing, Shifei / Du, Wei / Ding, Ling / Zhang, Jian / Guo, Lili / An, Bo et al. | 2024
- 3108
-
Sheared Epipolar Focus Spectrum for Dense Light Field ReconstructionLi, Yaning / Wang, Xue / Zhou, Guoqing / Zhu, Hao / Wang, Qing et al. | 2024
- 3123
-
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale AttentionWang, Wenxiao / Chen, Wei / Qiu, Qibo / Chen, Long / Wu, Boxi / Lin, Binbin / He, Xiaofei / Liu, Wei et al. | 2024
- 3137
-
AGDF-Net: Learning Domain Generalizable Depth Features With Adaptive Guidance FusionLiu, Lina / Song, Xibin / Wang, Mengmeng / Dai, Yuchao / Liu, Yong / Zhang, Liangjun et al. | 2024
- 3156
-
X$^{2}$2-VLM: All-in-One Pre-Trained Model for Vision-Language TasksZeng, Yan / Zhang, Xinsong / Li, Hang / Wang, Jiawei / Zhang, Jipeng / Zhou, Wangchunshu et al. | 2024
- 3169
-
A Little Truth Injection But a Big Reward: Label Aggregation With Graph Neural NetworksYing, Zijian / Zhang, Jing / Li, Qianmu / Wu, Ming / Sheng, Victor S. et al. | 2024
- 3183
-
PiCO+: Contrastive Label Disambiguation for Robust Partial Label LearningWang, Haobo / Xiao, Ruixuan / Li, Yixuan / Feng, Lei / Niu, Gang / Chen, Gang / Zhao, Junbo et al. | 2024
- 3199
-
A Fast Alpha-Tree Algorithm for Extreme Dynamic Range Pixel DissimilaritiesRyu, Jiwoo / Trager, Scott C. / Wilkinson, Michael H. F. et al. | 2024
- 3213
-
Context Disentangling and Prototype Inheriting for Robust Visual GroundingTang, Wei / Li, Liang / Liu, Xuejing / Jin, Lu / Tang, Jinhui / Li, Zechao et al. | 2024
- 3230
-
Informed Adaptive SensingMorssy, Amr / Frean, Marcus R. / Teal, Paul D. et al. | 2024
- 3242
-
Knockoffs-SPR: Clean Sample Selection in Learning With Noisy LabelsWang, Yikai / Fu, Yanwei / Sun, Xinwei et al. | 2024
- 3257
-
Diffeomorphic Counterfactuals With Generative ModelsDombrowski, Ann-Kathrin / Gerken, Jan E. / Muller, Klaus-Robert / Kessel, Pan et al. | 2024
- 3275
-
SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose EstimationXu, Xiangyu / Liu, Lijuan / Yan, Shuicheng et al. | 2024
- 3290
-
Interpretable Rotation-Equivariant Quaternion Neural Networks for 3D Point Cloud ProcessingShen, Wen / Wei, Zhihua / Ren, Qihan / Zhang, Binbin / Huang, Shikun / Fan, Jiaqi / Zhang, Quanshi et al. | 2024
- 3305
-
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset StudyZhou, Rushuang / Lu, Lei / Liu, Zijun / Xiang, Ting / Liang, Zhen / Clifton, David A. / Dong, Yining / Zhang, Yuan-Ting et al. | 2024
- 3321
-
Principal Uncertainty Quantification With Spatial Correlation for Image Restoration ProblemsBelhasin, Omer / Romano, Yaniv / Freedman, Daniel / Rivlin, Ehud / Elad, Michael et al. | 2024
- 3334
-
Learning to Follow and Generate Instructions for Language-Capable NavigationWang, Xiaohan / Wang, Wenguan / Shao, Jiayi / Yang, Yi et al. | 2024
- 3351
-
Low-Rank Tensor Function Representation for Multi-Dimensional Data RecoveryLuo, Yisi / Zhao, Xile / Li, Zhemin / Ng, Michael K. / Meng, Deyu et al. | 2024
- 3370
-
Revisiting Confidence Estimation: Towards Reliable Failure PredictionZhu, Fei / Zhang, Xu-Yao / Cheng, Zhen / Liu, Cheng-Lin et al. | 2024
- 3388
-
Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery TicketsWang, Kun / Liang, Yuxuan / Li, Xinglin / Li, Guohao / Ghanem, Bernard / Zimmermann, Roger / Zhou, Zhengyang / Yi, Huahui / Zhang, Yudong / Wang, Yang et al. | 2024
- 3406
-
Enhancing Visual Grounding in Vision-Language Pre-Training With Position-Guided Text PromptsWang, Alex Jinpeng / Zhou, Pan / Shou, Mike Zheng / Yan, Shuicheng et al. | 2024
- 3422
-
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer ParadigmZhou, Kun / Li, Wenbo / Jiang, Nianjuan / Han, Xiaoguang / Lu, Jiangbo et al. | 2024
- 3438
-
Shadow Detection in Remote Sensing Images Based on Spectral Radiance Separability EnhancementLiu, Jiahang / Wang, Xiaozhen / Guo, Mao / Feng, Ruilei / Wang, Yue et al. | 2024
- 3450
-
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition With Limited AnnotationsHu, Ping / Sun, Ximeng / Sclaroff, Stan / Saenko, Kate et al. | 2024
- 3463
-
Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active LearningTan, Wei / Du, Lan / Buntine, Wray et al. | 2024
- 3480
-
Unified 3D and 4D Panoptic Segmentation via Dynamic Shifting NetworksHong, Fangzhou / Kong, Lingdong / Zhou, Hui / Zhu, Xinge / Li, Hongsheng / Liu, Ziwei et al. | 2024
- 3496
-
Fast Graph Generation via Spectral DiffusionLuo, Tianze / Mo, Zhanfeng / Pan, Sinno Jialin et al. | 2024
- 3509
-
CenterNet++ for Object DetectionDuan, Kaiwen / Bai, Song / Xie, Lingxi / Qi, Honggang / Huang, Qingming / Tian, Qi et al. | 2024
- 3522
-
Regularly Truncated M-Estimators for Learning With Noisy LabelsXia, Xiaobo / Lu, Pengqian / Gong, Chen / Han, Bo / Yu, Jun / Liu, Tongliang et al. | 2024
- 3537
-
3D Object Detection From Images for Autonomous Driving: A SurveyMa, Xinzhu / Ouyang, Wanli / Simonelli, Andrea / Ricci, Elisa et al. | 2024
- 3557
-
Face Generation and Editing With StyleGAN: A SurveyMelnik, Andrew / Miasayedzenkau, Maksim / Makaravets, Dzianis / Pirshtuk, Dzianis / Akbulut, Eren / Holzmann, Dennis / Renusch, Tarek / Reichert, Gustav / Ritter, Helge et al. | 2024
- 3577
-
Deep Lossy Plus Residual Coding for Lossless and Near-Lossless Image CompressionBai, Yuanchao / Liu, Xianming / Wang, Kai / Ji, Xiangyang / Wu, Xiaolin / Gao, Wen et al. | 2024
- 3595
-
Weakly Supervised Tracklet Association Learning With Video Labels for Person Re-IdentificationLiu, Min / Bian, Yuan / Liu, Qing / Wang, Xueping / Wang, Yaonan et al. | 2024
- 3608
-
Vision Transformer With Quadrangle AttentionZhang, Qiming / Zhang, Jing / Xu, Yufei / Tao, Dacheng et al. | 2024
- 3625
-
Dimension Reduction With Prior Information for Knowledge DiscoveryBui, Anh Tuan et al. | 2024
- 3637
-
Realize Generative Yet Complete Latent Representation for Incomplete Multi-View LearningCai, Hongmin / Huang, Weitian / Yang, Sirui / Ding, Siqi / Zhang, Yue / Hu, Bin / Zhang, Fa / Cheung, Yiu-Ming et al. | 2024
- 3653
-
BAL: Balancing Diversity and Novelty for Active LearningLi, Jingyao / Chen, Pengguang / Yu, Shaozuo / Liu, Shu / Jia, Jiaya et al. | 2024
- 3665
-
Self-Training Boosted Multi-Factor Matching Network for Composed Image RetrievalWen, Haokun / Song, Xuemeng / Yin, Jianhua / Wu, Jianlong / Guan, Weili / Nie, Liqiang et al. | 2024
- 3679
-
Compressed-SDR to HDR Video ReconstructionWang, Hu / Ye, Mao / Zhu, Xiatian / Li, Shuai / Li, Xue / Zhu, Ce et al. | 2024
- 3692
-
Talk-to-Edit: Fine-Grained 2D and 3D Facial Editing via DialogJiang, Yuming / Huang, Ziqi / Wu, Tianxing / Pan, Xingang / Loy, Chen Change / Liu, Ziwei et al. | 2024
- 3707
-
PnP-GA+: Plug-and-Play Domain Adaptation for Gaze Estimation Using Model VariantsLiu, Ruicong / Liu, Yunfei / Wang, Haofei / Lu, Feng et al. | 2024
- 3722
-
Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement LearningZhang, Liangyu / Peng, Yang / Yang, Wenhao / Zhang, Zhihua et al. | 2024
- 3736
-
MsSVT++: Mixed-Scale Sparse Voxel Transformer With Center Voting for 3D Object DetectionLi, Jianan / Dong, Shaocong / Ding, Lihe / Xu, Tingfa et al. | 2024
- 3753
-
G2-MonoDepth: A General Framework of Generalized Depth Inference From Monocular RGB+X DataWang, Haotian / Yang, Meng / Zheng, Nanning et al. | 2024
- 3772
-
Adaptive Cross-Modal Transferable Adversarial Attacks From Images to VideosWei, Zhipeng / Chen, Jingjing / Wu, Zuxuan / Jiang, Yu-Gang et al. | 2024
- 3784
-
A Dempster-Shafer Approach to Trustworthy AI With Application to Fetal Brain MRI SegmentationFidon, Lucas / Aertsen, Michael / Kofler, Florian / Bink, Andrea / David, Anna L. / Deprest, Thomas / Emam, Doaa / Guffens, Frederic / Jakab, Andras / Kasprian, Gregor et al. | 2024
- 3796
-
RIGA: Rotation-Invariant and Globally-Aware Descriptors for Point Cloud RegistrationYu, Hao / Hou, Ji / Qin, Zheng / Saleh, Mahdi / Shugurov, Ivan / Wang, Kai / Busam, Benjamin / Ilic, Slobodan et al. | 2024
- 3813
-
Convolutional Cross-View Pose EstimationXia, Zimin / Booij, Olaf / Kooij, Julian F. P. et al. | 2024
- 3832
-
Underground Diagnosis Based on GPR and Learning in the Model SpaceChen, Ao / Zhou, Xiren / Fan, Yizhan / Chen, Huanhuan et al. | 2024
- 3845
-
Reconstructing Randomly Masked Spectra Helps DNNs Identify Discriminant WavenumbersWu, Yingying / Liu, Jinchao / Wang, Yan / Gibson, Stuart / Osadchy, Margarita / Fang, Yongchun et al. | 2024
- 3862
-
Learning Bilateral Cost Volume for Rolling Shutter Temporal Super-ResolutionFan, Bin / Dai, Yuchao / Li, Hongdong et al. | 2024
- 3880
-
Hypergraph Isomorphism ComputationFeng, Yifan / Han, Jiashu / Ying, Shihui / Gao, Yue et al. | 2024
- 3897
-
Unsupervised Object-Centric Learning From Multiple Unspecified ViewpointsYuan, Jinyang / Chen, Tonglin / Shen, Zhimeng / Li, Bin / Xue, Xiangyang et al. | 2024
- 3910
-
Pruning Self-Attentions Into Convolutional Layers in Single PathHe, Haoyu / Cai, Jianfei / Liu, Jing / Pan, Zizheng / Zhang, Jing / Tao, Dacheng / Zhuang, Bohan et al. | 2024
- 3923
-
Regularized Loss With Hyperparameter Estimation for Weakly Supervised Single Class SegmentationJi, Zongliang / Veksler, Olga et al. | 2024
- 3938
-
PASS: Patch Automatic Skip Scheme for Efficient On-Device Video PerceptionZhou, Qihua / Guo, Song / Pan, Jun / Liang, Jiacheng / Guo, Jingcai / Xu, Zhenda / Zhou, Jingren et al. | 2024
- 3955
-
MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention QueryingShi, Shaoshuai / Jiang, Li / Dai, Dengxin / Schiele, Bernt et al. | 2024
- 3972
-
A Theoretical View of Linear Backpropagation and its ConvergenceLi, Ziang / Guo, Yiwen / Liu, Haodi / Zhang, Changshui et al. | 2024
- 3981
-
Assessing Face Image Quality: A Large-Scale Database and a Transformer MethodLiu, Tie / Li, Shengxi / Xu, Mai / Yang, Li / Wang, Xiaofei et al. | 2024