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A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 801-814
作者:  Feng Sun;  Ming-Kun Xie;  Sheng-Jun Huang
Adobe PDF(1337Kb)  |  收藏  |  浏览/下载：10/3  |  提交时间：2024/07/18
Partial multi-label image classification  curriculum-based disambiguation  consistency regularization  label difficulty  candidate label set.  
Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
Adobe PDF(4577Kb)  |  收藏  |  浏览/下载：6/3  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
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：3/0  |  提交时间：2024/07/18
Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
作者:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
Adobe PDF(2984Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
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：6/3  |  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：5/3  |  提交时间：2024/07/18
Polyp segmentation  anomaly segmentation  out-of-distribution segmentation  masked autoencoder  abdomen  
Editorial for Special Issue on Multi-modal Representation Learning 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 615-616
作者:  Deng-Ping Fan;  Nick Barnes;  Ming-Ming Cheng;  Luc Van Gool
Adobe PDF(756Kb)  |  收藏  |  浏览/下载：5/3  |  提交时间：2024/07/18
A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
作者:  Xiaofeng Yuan;  Weiwei Xu;  Yalin Wang;  Chunhua Yang;  Weihua Gui
Adobe PDF(1400Kb)  |  收藏  |  浏览/下载：8/5  |  提交时间：2024/07/16
Deep residual partial least squares (DRPLS)  nonlinear function  quality prediction  soft sensor  
Privacy Protection for Blockchain-Based Healthcare IoT Systems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1757-1776
作者:  Minfeng Qi;  Ziyuan Wang;  Qing-Long Han;  Jun Zhang;  Shiping Chen;  Yang Xiang
Adobe PDF(2394Kb)  |  收藏  |  浏览/下载：6/3  |  提交时间：2024/07/16
Blockchain  internet of healthcare things (IoHT)  privacy-preserving techniques (PPTs)  
多尺度视觉语义增强的多模态命名实体识别方法 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 6, 页码: 1234-1245
作者:  王海荣;  徐玺;  王彤;  陈芳萍
Adobe PDF(2077Kb)  |  收藏  |  浏览/下载：29/11  |  提交时间：2024/07/02
多模态命名实体识别  多任务学习  多模态融合  Transformer