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| Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者: Hu Fenyu ; Cui Zeyu; Wu Shu; Liu Qiang; Wu Jinlin; Wang Liang; Tan Tieniu
 Adobe PDF(69424Kb) |  收藏 | 浏览/下载：185/69 | 提交时间：2023/07/06 |
| Multi-Objective Bayesian Optimization using Deep Gaussian Processes with Applications to Copper Smelting Optimization 会议论文
, 新加坡, 2022-12
作者: Kang, Liwen; Wang, Xuelei; Wu, Zhiheng; Wang, Ruihua
Adobe PDF(607Kb) | 收藏 | 浏览/下载：103/25 | 提交时间：2023/06/29 |
| A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者: Xu, Xinyao; Xu, De; Qin, Fangbo
Adobe PDF(1677Kb) | 收藏 | 浏览/下载：171/60 | 提交时间：2023/06/21
data augmentation feature clustering class-rebalance strategy few-shot learning fault diagnosis |
| Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者: Wanqing Jiang; Gaofeng Meng; Tianzi Jiang; Nianming Zuo
Adobe PDF(1497Kb) | 收藏 | 浏览/下载：210/83 | 提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent |
| Subspace-Aware Exploration for Sparse-Reward Multi-Agent Tasks 会议论文
, Washington DC, USA, 2023-2-7
作者: Pei Xu; Junge Zhang; Qiyue Yin; Chao Yu; Yaodong Yang; Kaiqi Huang
Adobe PDF(2037Kb) | 收藏 | 浏览/下载：204/63 | 提交时间：2023/06/19
deep reinforcement learning sparse reward exploration multi-agent |
| Probing Word Syntactic Representations in the Brain by a Feature Elimination Method 会议论文
, Virtual conference, 2022
作者: Xiaohan Zhang; Shaonan Wang; Nan Lin; Jiajun Zhang; Chengqing Zong
Adobe PDF(1417Kb) | 收藏 | 浏览/下载：138/44 | 提交时间：2023/06/19 |
| Improving the Ability of Robots to Navigate Through Crowded Environments Safely using Deep Reinforcement Learning 会议论文
, 中国桂林, 2022-7-9
作者: Shan QF(单钦锋); Wang WJ(王伟杰); Guo DF(郭丁飞); Sun XR(孙向荣); Jia LH(贾立好)
Adobe PDF(494Kb) | 收藏 | 浏览/下载：108/32 | 提交时间：2023/06/05
Deep learning Mechatronics Navigation Reinforcement learning Cost function Real-time systems Trajectory |
| DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy 会议论文
, 线上, 2022-2
作者: Cheng AD(程安达); Wang JX(王家兴); Zhang X(张希); Chen Q(谌强); Wang PS(王培松); Cheng J(程健)
Adobe PDF(1135Kb) | 收藏 | 浏览/下载：93/22 | 提交时间：2023/06/05 |
| Defeating DeepFakes via Adversarial Visual Reconstruction 会议论文
, Lisbon, Oct 10, 2022 - Oct 10, 2022
作者: Ziwen He; Wei Wang; Weinan Guan; Jing Dong; Tieniu Tan
Adobe PDF(16773Kb) | 收藏 | 浏览/下载：149/24 | 提交时间：2023/04/26 |
| Multi-scale anatomical awareness improves the accuracy of the real-time electric field estimation 会议论文
, Shenzhen，China, 2021-7
作者: Ma L(马亮); Zhong GL(钟刚亮); Yang ZY(杨正宜); Fan LZ(樊令仲); Jiang TZ(蒋田仔)
Adobe PDF(1587Kb) | 收藏 | 浏览/下载：162/39 | 提交时间：2023/01/09
deep regression model anatomical awareness real-time, electric field estimation transcranial magnetic stimulation |
