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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:24/7  |  提交时间:2024/07/18 Partial multi-label image classification curriculum-based disambiguation consistency regularization label difficulty candidate label set. |
| 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:11/1  |  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:13/3  |  提交时间:2024/07/18 Model interpretability and transparency explainable AI game theory interaction deep learning |
| TextFormer: A Query-based End-to-end Text Spotter with Mixed Supervision 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 704-717 作者: Yukun Zhai; Xiaoqiang Zhang; Xiameng Qin; Sanyuan Zhao; Xingping Dong; Jianbing Shen Adobe PDF(2312Kb)  |  收藏  |  浏览/下载:15/5  |  提交时间:2024/07/18 End-to-end text spotting arbitrarily-shaped texts transformer mixed supervision multitask modeling |
| A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 684-703 作者: Yun-Xiao Li; Cheng-Li-Zhao Chen; Shuai Li; Ai-Min Hao; Hong Qin Adobe PDF(6454Kb)  |  收藏  |  浏览/下载:15/4  |  提交时间:2024/07/18 Video salient object detection background consistency analysis weakly supervised learning long-term information background shift |
| 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:21/6  |  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:8/4  |  提交时间:2024/07/18 Polyp segmentation anomaly segmentation out-of-distribution segmentation masked autoencoder abdomen |
| Segment Anything Is Not Always Perfect: An Investigationof SAM on Different Real-world Applications 期刊论文 Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 617-630 作者: Wei Ji; Jingjing Li; Qi Bi; Tingwei Liu; Wenbo Li; Li Cheng Adobe PDF(11623Kb)  |  收藏  |  浏览/下载:5/2  |  提交时间:2024/07/18 Segment anything model (SAM) visual perception segmentation foundational model computer vision |
| Distributed Fault Estimation for Nonlinear Systems With Sensor Saturation and Deception Attacks Using Stochastic Communication Protocols 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1865-1876 作者: Weiwei Sun; Xinci Gao; Lusong Ding; Xiangyu Chen Adobe PDF(1585Kb)  |  收藏  |  浏览/下载:13/4  |  提交时间:2024/07/16 Actuator fault deception attacks distributed estimation sensor saturation stochastic communication protocol (SCP) |
| 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:14/7  |  提交时间:2024/07/16 Deep residual partial least squares (DRPLS) nonlinear function quality prediction soft sensor |