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| 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:49/9  |  提交时间:2024/04/23 Video polyp segmentation (VPS) dataset self-attention colonoscopy abdomen |
| 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:40/14  |  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:43/7  |  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 Adobe PDF(7698Kb)  |  收藏  |  浏览/下载:48/7  |  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 |
| 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:37/7  |  提交时间:2024/04/23 Brain-inspired computer vision spatio-temporal patterns object detection object tracking object recognition |
| 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:62/22  |  提交时间:2024/04/23 Neural decoding machine learning deep learning visual decoding brain-inspired vision |
| 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:35/8  |  提交时间:2024/04/23 Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| 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:44/10  |  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:34/10  |  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:46/20  |  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 |