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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 |
| Long-term Visual Tracking: Review and Experimental Comparison 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 512-530
作者: Chang Liu; Xiao-Fan Chen; Chun-Juan Bo; Dong Wang
Adobe PDF(7769Kb) | 收藏 | 浏览/下载：50/8 | 提交时间：2024/04/23
Visual object tracking long-term tracking short-term tracking re-detection online update |
| 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：45/6 | 提交时间：2024/04/23
Causal reasoning visual representation learning reliable artificial intelligence spatial-temporal data multi-modal analysis |
| 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：53/10 | 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 |
| Clause-level Relationship-aware Math Word Problems Solver 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 425-438
作者: Chang-Yang Wu; Xin Lin; Zhen-Ya Huang; Yu Yin; Jia-Yu Liu; Qi Liu; Gang Zhou
Adobe PDF(2063Kb) | 收藏 | 浏览/下载：53/15 | 提交时间：2024/04/23
Artificial intelligence (AI) artificial neural network (ANN) computational mathematics machine intelligence machine learning |
| 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：48/8 | 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：67/25 | 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：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 |
| 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：42/10 | 提交时间：2024/04/23
Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| 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 |
