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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：11/1 | 提交时间：2024/04/23
Video polyp segmentation (VPS) dataset self-attention colonoscopy abdomen |
| 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：6/3 | 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：19/5 | 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：8/1 | 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：13/3 | 提交时间：2024/04/23
Visual recognition deep neural networks (DNNS) brain-inspired methodologies network compression dynamic inference survey |
| TwinNet: Twin Structured Knowledge Transfer Network for Weakly Supervised Action Localization 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 227-246
作者: Xiao-Yu Zhang; Hai-Chao Shi; Chang-Sheng Li; Li-Xin Duan
Adobe PDF(3616Kb) | 收藏 | 浏览/下载：8/2 | 提交时间：2024/04/23
Knowledge transfer weakly supervised learning self-attention mechanism representation learning action localization |
| 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：3/2 | 提交时间：2024/04/23
Adversarial sample adversarial defense causal inference interpretable machine learning transformers |
| Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 2, 页码: 127-137
作者: Emanuele De Santis; Alessandro Giuseppi; Antonio Pietrabissa; Michael Capponi; Francesco Delli Priscoli
Adobe PDF(1513Kb) | 收藏 | 浏览/下载：5/2 | 提交时间：2024/04/23
Network selection HetNet deep reinforcement learning deep-Q-network (DQN) 5G communications |
| 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：11/3 | 提交时间：2024/04/23
Knowledge mining knowledge extraction information extraction association rule interpretability |
| Multi-dimensional Classification via Selective Feature Augmentation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51
作者: Bin-Bin Jia; Min-Ling Zhang
Adobe PDF(1015Kb) | 收藏 | 浏览/下载：11/4 | 提交时间：2024/04/23
Machine learning multi-dimensional classification feature augmentation feature selection class dependencies |
