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| Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 563-580 作者: Thisara Shyamalee; Dulani Meedeniya
Adobe PDF(3581Kb)  |   收藏  |  浏览/下载:38/12  |  提交时间:2024/04/23 Attention U-Net segmentation classification Inception-v3 visual geometry group 19 (VGG19) residual neural network 50 (ResNet50) glaucoma fundus images |
| Video Polyp Segmentation: A Deep Learning Perspective 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 531-549 作者: Ge-Peng Ji; Guobao Xiao; Yu-Cheng Chou; Deng-Ping Fan; Kai Zhao ; Geng Chen; Luc Van Gool
Adobe PDF(9520Kb)  |   收藏  |  浏览/下载:54/11  |  提交时间:2024/04/23 Video polyp segmentation (VPS) dataset self-attention colonoscopy abdomen |
| 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:44/6  |  提交时间:2024/04/23 Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| EEG-based Emotion Recognition Using Multiple Kernel Learning 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484 作者: Qian Cai; Guo-Chong Cui; Hai-Xian Wang
Adobe PDF(1939Kb)  |   收藏  |  浏览/下载:46/18  |  提交时间:2024/04/23 Emotion recognition electroencephalography (EEG) multiple kernel learning machine learning brain computer interface |
| 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:47/9  |  提交时间:2024/04/23 Brain-inspired learning autoencoder robustness adversarial attack generative model |
| 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![](/image/person.jpg)
Adobe PDF(7698Kb)  |   收藏  |  浏览/下载:52/10  |  提交时间:2024/04/23 Convolutional neural network (CNN) vision transformer (ViT) multi-modal networks spatial-temporal networks visual neural encoding brain-like neural networks |
| 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![](/image/person.jpg)
Adobe PDF(6780Kb)  |   收藏  |  浏览/下载:47/8  |  提交时间:2024/04/23 Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365 作者: Yi-Jun Zhang; Zhao-Fei Yu; Jian. K. Liu; Tie-Jun Huang
Adobe PDF(1723Kb)  |   收藏  |  浏览/下载:66/25  |  提交时间:2024/04/23 Neural decoding machine learning deep learning visual decoding brain-inspired vision |
| 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:52/19  |  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:54/14  |  提交时间:2024/04/23 Robot-assisted microsurgery (RAMS) imaging and sensing teleoperation cooperative control robot learning |