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| Exploring the brain-like properties of deep neural networks: a neural encoding perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455 作者: Qiongyi Zhou; Changde Du; Huiguang He Adobe PDF(6004Kb)  |  收藏  |  浏览/下载:169/36  |  提交时间:2023/01/17 |
| Sharing Weights in Shallow Layers via Rotation Group Equivariant Convolutions 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 115-126 作者: Zhiqiang Chen; Ting-Bing Xu; Jinpeng Li; Huiguang He Adobe PDF(978Kb)  |  收藏  |  浏览/下载:171/44  |  提交时间:2023/01/17 |
| Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 184-208 作者: Xiao-Qing Zhang; Yan Hu; Zun-Jie Xiao; Jian-Sheng Fang; Risa Higashita; Jiang Liu Adobe PDF(3409Kb)  |  收藏  |  浏览/下载:4/1  |  提交时间:2024/04/23 Cataract, classification and grading ophthalmic image machine learning deep learning |
| Facial-sketch Synthesis: A New Challenge 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 257-287 作者: Deng-Ping Fan; Ziling Huang; Peng Zheng; Hong Liu; Xuebin Qin; Luc Van Gool Adobe PDF(12340Kb)  |  收藏  |  浏览/下载:4/0  |  提交时间:2024/04/23 Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| 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:4/1  |  提交时间:2024/04/23 Robot-assisted microsurgery (RAMS) imaging and sensing teleoperation cooperative control robot learning |
| TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 227-246 作者: Xiao-Yu Zhang; Hai-Chao Shi; Chang-Sheng Li; Li-Xin Duan Adobe PDF(3616Kb)  |  收藏  |  浏览/下载:3/0  |  提交时间:2024/04/23 Knowledge transfer weakly supervised learning self-attention mechanism representation learning action localization |
| Towards Interpretable Defense Against Adversarial Attacks via Causal Inference 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 209-226 作者: Min Ren; Yun-Long Wang; Zhao-Feng He Adobe PDF(5143Kb)  |  收藏  |  浏览/下载:1/0  |  提交时间:2024/04/23 Adversarial sample adversarial defense causal inference interpretable machine learning transformers |
| 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:3/2  |  提交时间:2024/04/23 Group recommendation attentive neural network (ANN) global information local information recommender system |
| Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid Network 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 307-318 作者: Si-Qi Li; Yue Gao; Qiong-Hai Dai Adobe PDF(4505Kb)  |  收藏  |  浏览/下载:4/0  |  提交时间:2024/04/23 Event camera multi-modal fusion image de-occlusion spiking neural network (SNN) image reconstruction |
| 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:4/1  |  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 |