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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：9/4  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
ReChoreoNet: Repertoire-based Dance Re-choreography with Music-conditioned Temporal and Style Clues 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 771-781
作者:  Ho Yin Au;  Jie Chen;  Junkun Jiang;  Yike Guo
Adobe PDF(2161Kb)  |  收藏  |  浏览/下载：9/3  |  提交时间：2024/07/18
Generative model  cross-modality learning  normalizing flow  tempo synchronization  style transfer  
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：8/1  |  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：10/3  |  提交时间：2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
Towards Domain-agnostic Depth Completion 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 652-669
作者:  Guangkai Xu;   Wei Yin;   Jianming Zhang;   Oliver Wang;  Simon Niklaus;   Simon Chen;   Jia-Wang Bian
Adobe PDF(17196Kb)  |  收藏  |  浏览/下载：8/2  |  提交时间：2024/07/18
Monocular depth estimation  depth completion  zero-shot generalization  scene reconstruction  neural network  
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：4/2  |  提交时间：2024/07/18
Segment anything model (SAM)  visual perception  segmentation  foundational model  computer vision  
Data-Driven Active Disturbance Rejection Control of Plant-Protection Unmanned Ground Vehicle Prototype: A Fuzzy Indirect Iterative Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1892-1894
作者:  Tao Chen;  Ruiyuan Zhao;  Jian Chen;  Zichao Zhang
Adobe PDF(1728Kb)  |  收藏  |  浏览/下载：14/3  |  提交时间：2024/07/16
Statistical Process Monitoring Based on Ensemble Structure Analysis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1889-1891
作者:  Likang Shi;  Chudong Tong;  Ting Lan;  Xuhua Shi
Adobe PDF(624Kb)  |  收藏  |  浏览/下载：12/4  |  提交时间：2024/07/16
Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1849-1864
作者:  Xinli Shi;  Xiangping Xu;  Guanghui Wen;  Jinde Cao
Adobe PDF(2318Kb)  |  收藏  |  浏览/下载：12/5  |  提交时间：2024/07/16
Consensus  constrained optimization  disturbance rejection  linear equations  fixed-time gradient flow (FxTGF)  
Novel Adaptive Memory Event-Triggered-Based Fuzzy Robust Control for Nonlinear Networked Systems via the Differential Evolution Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1836-1848
作者:  Wei Qian;  Yanmin Wu;  Bo Shen
Adobe PDF(2197Kb)  |  收藏  |  浏览/下载：16/5  |  提交时间：2024/07/16
Adaptive memory event-triggered (AMET)  differential evolution algorithm  fuzzy optimization robust control  interval type-2 (IT2) fuzzy technique