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| 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:8/1  |  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: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:17/5  |  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 |
| Image De-occlusion via Event-enhanced Multi-modal Fusion Hybrid Network 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 307-318 作者: Si-Qi Li; Yue Gao; Qiong-Hai Dai Adobe PDF(4505Kb)  |  收藏  |  浏览/下载:8/0  |  提交时间:2024/04/23 Event camera multi-modal fusion image de-occlusion spiking neural network (SNN) image reconstruction |
| From Teleoperation to Autonomous Robot-assisted Microsurgery: A Survey 期刊论文 Machine Intelligence Research, 2022, 卷号: 19, 期号: 4, 页码: 288-306 作者: Dandan Zhang; Weiyong Si; Wen Fan; Yuan Guan; Chenguang Yang Adobe PDF(1635Kb)  |  收藏  |  浏览/下载:7/3  |  提交时间:2024/04/23 Robot-assisted microsurgery (RAMS) imaging and sensing teleoperation cooperative control robot learning |
| 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:10/3  |  提交时间:2024/04/23 Facial sketch synthesis (FSS) facial sketch dataset benchmark attribute style transfer |
| 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 |
| 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(6004Kb)  |  收藏  |  浏览/下载:177/39  |  提交时间:2023/01/17 |