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| 深度生成模型综述 期刊论文 自动化学报, 2022, 卷号: 48, 期号: 1, 页码: 40-74 作者: 胡铭菲; 左信; 刘建伟
Adobe PDF(3074Kb)  |   收藏  |  浏览/下载:33/21  |  提交时间:2024/05/20 深度生成式模型 受限玻尔兹曼机 变分自编码器 流模型 生成对抗网络 自回归分布估计 |
| 单幅图像超分辨率重建技术研究进展 期刊论文 自动化学报, 2022, 卷号: 48, 期号: 11, 页码: 2634-2654 作者: 张芳; 赵东旭; 肖志涛; 耿磊; 吴骏; 刘彦北
Adobe PDF(2376Kb)  |   收藏  |  浏览/下载:62/26  |  提交时间:2024/05/20 超分辨率重建 单幅图像 空域方法 深度学习 |
| 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:69/16  |  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:62/8  |  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:56/10  |  提交时间:2024/04/23 Brain-inspired learning autoencoder robustness adversarial attack generative model |
| 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:53/12  |  提交时间:2024/04/23 Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| SuperFusion: A Versatile Image Registration and Fusion Network with Semantic Awareness 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 12, 页码: 2121-2137 作者: Linfeng Tang; Yuxin Deng; Yong Ma; Jun Huang; Jiayi Ma
Adobe PDF(7619Kb)  |   收藏  |  浏览/下载:284/100  |  提交时间:2022/12/02 Global spatial attention image fusion image registration mutual promotion semantic awareness |
| Contrastive Consensus Graph Learning for Multi-View Clustering 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 2027-2030 作者: Shiping Wang; Xincan Lin; Zihan Fang; Shide Du; Guobao Xiao
Adobe PDF(1474Kb)  |   收藏  |  浏览/下载:143/58  |  提交时间:2022/10/09 |
| Symmetry and Nonnegativity-Constrained Matrix Factorization for Community Detection 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1691-1693 作者: Zhigang Liu; Guangxiao Yuan; Xin Luo
Adobe PDF(2855Kb)  |   收藏  |  浏览/下载:160/50  |  提交时间:2022/08/19 |
| Complex-Valued Neural Networks: A Comprehensive Survey 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1406-1426 作者: ChiYan Lee; Hideyuki Hasegawa; Shangce Gao
Adobe PDF(1612Kb)  |   收藏  |  浏览/下载:236/56  |  提交时间:2022/08/01 Complex activation function complex backpropagation algorithm complex-valued learning algorithm complex-valued neural network deep learning |