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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
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：58/13  |  提交时间：2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
Deep Industrial Image Anomaly Detection: A Survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 104-135
作者:  Jiaqi Liu
Adobe PDF(3376Kb)  |  收藏  |  浏览/下载：63/15  |  提交时间：2024/01/25
Image anomaly detection, defect detection, industrial manufacturing, deep learning, computer vision  
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
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载：63/39  |  提交时间：2023/11/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
Deep Gradient Learning for Efficient Camouflaged Object Detection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108
作者:  Ge-Peng Ji
Adobe PDF(5723Kb)  |  收藏  |  浏览/下载：214/78  |  提交时间：2023/01/18
Camouflaged object detection (COD)  object gradient  soft grouping  efficient model  image segmentation  
Transformer: A General Framework from Machine Translation to Others 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 514-538
作者:  Yang Zhao
Adobe PDF(1415Kb)  |  收藏  |  浏览/下载：97/30  |  提交时间：2023/08/02
Neural machine translation, Transformer, document neural machine translation (NMT), multimodal NMT, low-resource NMT  
Masked Vision-language Transformer in Fashion 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 421-434
作者:  Ge-Peng Ji
Adobe PDF(2779Kb)  |  收藏  |  浏览/下载：109/46  |  提交时间：2023/05/29
Vision-language, masked image reconstruction, transformer, fashion, e-commercial  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：53/16  |  提交时间：2023/08/02
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Compositional Prompting Video-language Models to Understand Procedure in Instructional Videos 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 249-262
作者:  Guyue Hu
Adobe PDF(4896Kb)  |  收藏  |  浏览/下载：151/36  |  提交时间：2023/04/03
Prompt learning  video-language pretrained models  instructional videos  procedure understanding  knowledge distilling  
Towards Interpretable Defense Against Adversarial Attacks via Causal Inference 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 209-226
作者:  Min Ren
Adobe PDF(5143Kb)  |  收藏  |  浏览/下载：254/33  |  提交时间：2022/06/17
Adversarial sample  adversarial defense  causal inference  interpretable machine learning  transformers  
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：359/44  |  提交时间：2022/09/30
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision