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| Causal Reasoning Meets Visual Representation Learning: A Prospective Study 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 485-511 作者: Yang Liu; Yu-Shen Wei; Hong Yan; Guan-Bin Li; Liang Lin
Adobe PDF(3224Kb)  |   收藏  |  浏览/下载:49/6  |  提交时间:2024/04/23 Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| Denoised Internal Models: A Brain-inspired Autoencoder Against Adversarial Attacks 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 456-471 作者: Kai-Yuan Liu; Xing-Yu Li; Yu-Rui Lai; Hang Su; Jia-Chen Wang; Chun-Xu Guo; Hong Xie; Ji-Song Guan; Yi Zhou
Adobe PDF(3203Kb)  |   收藏  |  浏览/下载:49/9  |  提交时间:2024/04/23 Brain-inspired learning autoencoder robustness adversarial attack generative model |
| A Novel Attention-based Global and Local Information Fusion Neural Network for Group Recommendation 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 331-346 作者: Song Zhang ; Nan Zheng ; Dan-Li Wang
Adobe PDF(1317Kb)  |   收藏  |  浏览/下载:33/13  |  提交时间:2024/04/23 Group recommendation attentive neural network (ANN) global information local information recommender system |
| A Weighted Average Consensus Approach for Decentralized Federated Learning 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 319-330 作者: Alessandro Giuseppi; Sabato Manfredi; Antonio Pietrabissa
Adobe PDF(1462Kb)  |   收藏  |  浏览/下载:53/19  |  提交时间:2024/04/23 Federated learning (FedL) deep learning federated averaging (FedAvg) machine learning (ML) artificial intelligence discrete-time consensus distributed systems |
| From Teleoperation to Autonomous Robot-assisted Microsurgery: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 288-306 作者: Dandan Zhang; Weiyong Si; Wen Fan; Yuan Guan; Chenguang Yang
Adobe PDF(1635Kb)  |   收藏  |  浏览/下载:56/14  |  提交时间:2024/04/23 Robot-assisted microsurgery (RAMS) imaging and sensing teleoperation cooperative control robot learning |
| A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 138-152 作者: Qian-Long Dang; Wei Xu; Yang-Fei Yuan
Adobe PDF(2376Kb)  |   收藏  |  浏览/下载:39/10  |  提交时间:2024/04/23 Multimodal multi-objective optimization (MMO) dynamic resource allocating strategy (DRAS) reinforcement learning (RL) decision space partition zoning search |
| Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137 作者: Emanuele De Santis; Alessandro Giuseppi; Antonio Pietrabissa; Michael Capponi; Francesco Delli Priscoli
Adobe PDF(1513Kb)  |   收藏  |  浏览/下载:41/13  |  提交时间:2024/04/23 Network selection HetNet deep reinforcement learning deep-Q-network (DQN) 5G communications |
| Knowledge Mining: A Cross-disciplinary Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 89-114 作者: Yong Rui; Vicente Ivan Sanchez Carmona; Mohsen Pourvali; Yun Xing; Wei-Wen Yi; Hui-Bin Ruan; Yu Zhang
Adobe PDF(1635Kb)  |   收藏  |  浏览/下载:50/13  |  提交时间:2024/04/23 Knowledge mining knowledge extraction information extraction association rule interpretability |
| Continuous-time Distributed Heavy-ball Algorithm for Distributed Convex Optimization over Undirected and Directed Graphs 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 75-88 作者: Hao-Ran Yang; Wei Ni
Adobe PDF(1378Kb)  |   收藏  |  浏览/下载:39/11  |  提交时间:2024/04/23 Distributed convex optimization second-order distributed algorithm multi-agent systems gradient tracking directed graph |