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Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
Authors:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
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Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Towards Domain-agnostic Depth Completion 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 652-669
Authors:  Guangkai Xu;   Wei Yin;   Jianming Zhang;   Oliver Wang;  Simon Niklaus;   Simon Chen;   Jia-Wang Bian
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Monocular depth estimation  depth completion  zero-shot generalization  scene reconstruction  neural network  
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
Authors:  Ge-Peng Ji;  Jing Zhang;  Dylan Campbell;  Huan Xiong;  Nick Barnes
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Polyp segmentation  anomaly segmentation  out-of-distribution segmentation  masked autoencoder  abdomen  
基于电磁叠加方法的便携式神经调控技术研究 学位论文
, 2024
Authors:  戚自辉
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经颅磁刺激,经颅电刺激,电磁叠加,便携,聚焦  
SkinFormer: Learning Statistical Texture Representation With Transformer for Skin Lesion Segmentation 期刊论文
IEEE Journal of Biomedical and Health Informatics, 2024, 页码: 1-12
Authors:  Xu RT(许镕涛);  Wang CW(王常维);  Zhang JG(张吉光);  Xu SB(徐士彪);  Meng WL(孟维亮);  Zhang XP(张晓鹏)
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基于视觉信息表征与融合的图像语义分割研究 学位论文
, 2024
Authors:  许镕涛
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图像语义分割,表征融合,Transformer, 弱监督学习  
面向患者表征的图学习模型与方法研究 学位论文
, 2024
Authors:  顾一凡
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患者表征学习  患者相似性学习  相似患者检索  图神经网络  深度哈希方法  
ADFA: ATTENTION-AUGMENTED DIFFERENTIABLE TOP-K FEATURE ADAPTATION FOR UNSUPERVISED MEDICAL ANOMALY DETECTION 会议论文
, Kuala Lumpur, October 8 to October 11, 2023
Authors:  Yiming Huang;  Guole Liu;  Yaoru Luo;  Ge Yang
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基于脉冲神经网络的类脑情感共情与利他决策计算模型 学位论文
, 2024
Authors:  冯慧
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情感共情,利他决策,脉冲神经网络,突触可塑性,多脑区协同  
类人概念学习计算模型研究 学位论文
, 2022
Authors:  王寓巍
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类脑脉冲神经网络  类人概念学习  多感觉融合  文本衍生表征