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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：4/2 | 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：6/1 | 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：4/0 | 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：1/0 | 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：3/0 | 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：4/0 | 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：10/2 | 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：8/2 | 提交时间：2024/04/23
Neural decoding machine learning deep learning visual decoding brain-inspired vision |
| 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：5/3 | 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：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 |
