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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：25/7  |  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：17/8  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
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：16/3  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载：15/9  |  提交时间：2024/07/16
Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization  
Correntropy-Induced Wasserstein GCN: Learning Graph Embedding via Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 页码: 3980-3993
作者:  Wei Wang;  Gaowei Zhang;  Hongyong Han;  Chi Zhang
Adobe PDF(8686Kb)  |  收藏  |  浏览/下载：22/9  |  提交时间：2024/06/27
MRFTrans: Multimodal Representation Fusion Transformer for Monocular 3D Semantic Scene Completion 期刊论文
Information Fusion, 2024, 页码: 102493
作者:  Xu RT(许镕涛);  Jiguang Zhang;  Jiaxi Sun;  Changwei Wang;  Yifan Wu;  Shibiao Xu;  Weiliang Meng;  Xiaopeng Zhang
Adobe PDF(3764Kb)  |  收藏  |  浏览/下载：37/9  |  提交时间：2024/06/24
An Approach for Handwritten Chinese Text Recognition Unifying Character Segmentation and Recognition 期刊论文
Pattern Recognition, 2024, 页码: 110373
作者:  MingMing Yu（于明明）;  Zhang H(张恒);  Fei Yin（殷飞）;  Cheng-Lin Liu（刘成林）
Adobe PDF(5849Kb)  |  收藏  |  浏览/下载：48/18  |  提交时间：2024/06/24
Deep Metric Learning with Cross-Writer Attention for Offline Signature Verification 期刊论文
ICDAR2024, 2024, 页码: 1
作者:  Ling LR(凌禄蓉);  Zhang H(张恒);  Yin F(殷飞);  Liu CL(刘成林)
Adobe PDF(520Kb)  |  收藏  |  浏览/下载：44/11  |  提交时间：2024/06/24
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：45/18  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
A Unified Framework Based on Graph Consensus Term for Multiview Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2022, 卷号: 35, 期号: 3, 页码: 3964 - 3977
作者:  Xiangzhu Meng;  Lin Feng;  Chonghui Guo;  Huibing Wang;  Shu Wu
Adobe PDF(4280Kb)  |  收藏  |  浏览/下载：26/10  |  提交时间：2024/06/21