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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:39/12  |  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 |
| 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 |
| Dense Face Network: A Dense Face Detector Based on Global Context and Visual Attention Mechanism 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 247-256 作者: Lin Song; Jin-Fu Yang; Qing-Zhen Shang; Ming-Ai Li Adobe PDF(1569Kb)  |  收藏  |  浏览/下载:34/8  |  提交时间:2024/04/23 |
| 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:43/13  |  提交时间:2024/04/23 Adversarial sample adversarial defense causal inference interpretable machine learning transformers |
| Paradigm Shift in Natural Language Processing 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 169-183 作者: Tian-Xiang Sun; Xiang-Yang Liu; Xi-Peng Qiu; Xuan-Jing Huang Adobe PDF(1449Kb)  |  收藏  |  浏览/下载:54/14  |  提交时间:2024/04/23 Face detection global context attention mechanism computer vision deep learning |
| Pedestrian Attribute Recognition in Video Surveillance Scenarios Based on View-attribute Attention Localization 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 153-168 作者: Wei-Chen Chen; Xin-Yi Yu; Lin-Lin Ou Adobe PDF(1639Kb)  |  收藏  |  浏览/下载:56/22  |  提交时间:2024/04/23 Pedestrian attribute recognition surveillance scenarios view-attribute attention mechanism localization |
| 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(1272Kb)  |  收藏  |  浏览/下载:72/27  |  提交时间:2024/04/23 Convolutional neural networks (CNNs) group equivariance higher-degree weight sharing parameter efficiency |