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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:65/8  |  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:59/11  |  提交时间:2024/04/23 Brain-inspired learning autoencoder robustness adversarial attack generative model |
| Clause-level Relationship-aware Math Word Problems Solver 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 425-438 作者: Chang-Yang Wu; Xin Lin; Zhen-Ya Huang; Yu Yin; Jia-Yu Liu; Qi Liu; Gang Zhou Adobe PDF(2063Kb)  |  收藏  |  浏览/下载:73/22  |  提交时间:2024/04/23 Artificial intelligence (AI) artificial neural network (ANN) computational mathematics machine intelligence machine learning |
| Towards a New Paradigm for Brain-inspired Computer Vision 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 412-424 作者: Xiao-Long Zou; Tie-Jun Huang; Si Wu Adobe PDF(1615Kb)  |  收藏  |  浏览/下载:52/11  |  提交时间:2024/04/23 Brain-inspired computer vision spatio-temporal patterns object detection object tracking object recognition |
| Efficient Visual Recognition: A Survey on Recent Advances and Brain-inspired Methodologies 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 366-411 作者: Yang Wu; Ding-Heng Wang; Xiao-Tong Lu; Fan Yang; Man Yao; Wei-Sheng Dong; Jian-Bo Shi; Guo-Qi Li Adobe PDF(6780Kb)  |  收藏  |  浏览/下载:61/11  |  提交时间:2024/04/23 Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| 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:63/23  |  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 |
| 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:54/15  |  提交时间:2024/04/23 Network selection HetNet deep reinforcement learning deep-Q-network (DQN) 5G communications |
| 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:48/15  |  提交时间:2024/04/23 Distributed convex optimization second-order distributed algorithm multi-agent systems gradient tracking directed graph |
| A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74 作者: Jin Xie; San-Yang Liu; Jia-Xi Chen Adobe PDF(1245Kb)  |  收藏  |  浏览/下载:66/31  |  提交时间:2024/04/23 Distributed learning (DL) semi-supervised learning (SSL) manifold regularization (MR) single layer feed-forward neural network (SLFNN) privacy preserving |
| Evolutionary Computation for Expensive Optimization: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 3-23 作者: Jian-Yu Li; Zhi-Hui Zhan; Jun Zhang Adobe PDF(951Kb)  |  收藏  |  浏览/下载:51/7  |  提交时间:2024/04/23 Expensive optimization problem evolutionary computation evolutionary algorithm swarm intelligence particle swarm optimization differential evolution |