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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
作者:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载:10/1  |  提交时间:2024/07/18
Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Vision Transformers with Hierarchical Attention 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 670-683
作者:  Yun Liu;   Yu-Huan Wu;   Guolei Sun;    Le Zhang;  Ajad Chhatkuli;   Luc Van Gool
Adobe PDF(1358Kb)  |  收藏  |  浏览/下载:20/6  |  提交时间:2024/07/18
Vision transformer  hierarchical attention  global attention  local attention  scene understanding  
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:6/4  |  提交时间:2024/07/18
Polyp segmentation  anomaly segmentation  out-of-distribution segmentation  masked autoencoder  abdomen  
Adaptively Enhancing Facial Expression Crucial Regions via a Local Non-local Joint Network 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 331-348
作者:  Guanghui Shi;  Shasha Mao;  Shuiping Gou;  Dandan Yan;  Licheng Jiao;  Lin Xiong
Adobe PDF(3926Kb)  |  收藏  |  浏览/下载:56/18  |  提交时间:2024/04/23
Facial expression recognition, deep neural network, multiple network ensemble, attention network, facial crucial regions  
Stability and Generalization of Hypergraph Collaborative Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 184-196
作者:  Michael K. Ng;  Hanrui Wu;  Andy Yip
Adobe PDF(1211Kb)  |  收藏  |  浏览/下载:34/10  |  提交时间:2024/04/23
Hypergraphs, vertices, hyperedges, collaborative networks, graph convolutional neural networks (CNNs), stability, generalization guarantees  
Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:  Na Luo;  Weiyang Shi;  Zhengyi Yang;  Ming Song;  Tianzi Jiang
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载:84/23  |  提交时间:2024/04/23
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Exploring Variational Auto-encoder Architectures, Configurations, and Datasets for Generative Music Explainable AI 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 29-45
作者:  Nick Bryan-Kinns;  Bingyuan Zhang;  Songyan Zhao;  Berker Banar
Adobe PDF(1683Kb)  |  收藏  |  浏览/下载:22/11  |  提交时间:2024/04/23
Variational auto-encoder, explainable AI (XAI), generative music, musical features, datasets  
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 822-836
作者:  Kai Zhang;  Yawei Li;  Jingyun Liang;  Jiezhang Cao;  Yulun Zhang;  Hao Tang;  Deng-Ping Fan;  Radu Timofte;  Luc Van Gool
Adobe PDF(7952Kb)  |  收藏  |  浏览/下载:44/18  |  提交时间:2024/04/23
Blind image denoising, real image denosing data synthesis, Transformer, image signal processing (ISP) pipeline  
Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
作者:  Jiaqi Li;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载:58/13  |  提交时间:2024/04/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
YuNet: A Tiny Millisecond-level Face Detector 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 656-665
作者:  Wei Wu;  Hanyang Peng;  Shiqi Yu
Adobe PDF(4720Kb)  |  收藏  |  浏览/下载:50/6  |  提交时间:2024/04/23
Face detection, object detection, computer version, lightweight, inference efficiency, anchor-free mechanism