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Intelligence Science IV
Zhongzhi Shi, Yaochu Jin, Xiangrong Zhang
Front Matter

Brain Cognition


Mouse-Brain Topology Improved Evolutionary Neural Network for Efficient Reinforcement Learning
Xuan Han, Kebin Jia, Tielin Zhang
3-10
DNM-SNN: Spiking Neural Network Based on Dual Network Model
Zhen Cao, Hongwei Zhang, Qian Wang, Chuanfeng Ma
11-19
A Memetic Algorithm Based on Adaptive Simulated Annealing for Community Detection
Jie Yang, Yifei Sun, Shi Cheng, Kun Bian, Zhuo Liu, Xin Sun, Yifei Cao
20-28
The Model of an Explanation of Self and Self-awareness Based on Need Evolution
Bowen Sun, Xiaofeng Wang
29-36
Spiking Neuron Network Based on VTEAM Memristor and MOSFET-LIF Neuron
Jiahui Fu, Shuiping Gou, Zhang Guo
37-44

Machine Learning


A Deception Jamming Discrimination Method Based on Semi-supervised Learning with Generative Adversarial Networks
Hongliang Luo, Jieyi Liu, Jingyao Liu, Yue Wu, Yaru Yin
47-55
Fast Node Selection of Networked Radar Based on Transfer Reinforcement Learning
Yanjun Cao, Yuan Wang, Jingjing Guo, Li Han, Chao Zhang, Jin Zhu, Tianyang Zhang, Xiangrong Zhang
56-67
Weakly Supervised Liver Tumor Segmentation Based on Anchor Box and Adversarial Complementary Learning
Mengyao Fan, Haofeng Liu, Zhenyu Zhu, Changzhe Jiao, Shuiping Gou
68-75
Weakly Supervised Whole Cardiac Segmentation via Attentional CNN
Erlei Zhang, Minghui Sima, Jun Wang, Jinye Peng, Jinglei Li
76-83
Noisy Label Learning in Deep Learning
Xuefeng Liang, Longshan Yao, Xingyu Liu
84-97
Accelerating Deep Convolutional Neural Network Inference Based on OpenCL
Yong Wu, Huming Zhu, Lingyun Zhang, Biao Hou, Licheng Jiao
98-108
A Simple Approach to the Multiple Source Identification of Information Diffusion
Xiaojie Li, Xin Yu, Chubing Guo, Yuxin Wang, Jianshe Wu
109-117

Data Intelligence


A Directed Search Many Objective Optimization Algorithm Embodied with Kernel Clustering Strategy
Michael Aggrey Okoth, Ronghua Shang, Weitong Zhang, Licheng Jiao
121-129
A Two-Branch Neural Network Based on Superpixel Segmentation and Auxiliary Samples
Zhidong Dong, Caihong Mu, Haikun Yu, Yi Liu
130-137
Augmentation Based Synthetic Sampling and Ensemble Techniques for Imbalanced Data Classification
Wakjira Mulugeta Asefaw, Ronghua Shang, Michael Aggrey Okoth, Licheng Jiao
138-146

Language Cognition


BA-GAN: Bidirectional Attention Generation Adversarial Network for Text-to-Image Synthesis
Ting Yang, Xiaolin Tian, Nan Jia, Yuan Gao, Licheng Jiao
149-157
Personalized Recommendation Using Extreme Individual Guided and Adaptive Strategies
Yifei Cao, Yifei Sun, Shi Cheng, Kun Bian, Zhuo Liu, Xin Sun, Jie Yang
158-165
Improved Transformer-Based Implicit Latent GAN with Multi-headed Self-attention for Unconditional Text Generation
Fuji Ren, Ziyun Jiao, Xin Kang
166-173
Learning a Typhoon Bayesian Network Structure from Natural Language Reports
Zhangrui Yao, Junhan Chen, Yinghui Pan, Yifeng Zeng, Biyang Ma, Zhong Ming
174-182
What Is Information? An Interpretation Based on the Theory of Modern Complexity Science
Zhikang Wang
183-190

Remote Sensing Images


Deep Siamese Network with Contextual Transformer for Remote Sensing Images Change Detection
Mengxuan Zhang, Zhao Liu, Jie Feng, Licheng Jiao, Long Liu
193-200
GSoP Based Siamese Feature Fusion Network for Remote Sensing Image Change Detection
Puhua Chen, Lu Wang
201-213
PolSF: PolSAR Image Datasets on San Francisco
Xu Liu, Licheng Jiao, Fang Liu, Dan Zhang, Xu Tang
214-219
RSMatch: Semi-supervised Learning with Adaptive Category-Related Pseudo Labeling for Remote Sensing Scene Classification
Weiquan Lin, Jingjing Ma, Xu Tang, Xiangrong Zhang, Licheng Jiao
220-227
Visual Question Answering of Remote Sensing Image Based on Attention Mechanism
Shihuai Zhang, Qiang Wei, Yangyang Li, Yanqiao Chen, Licheng Jiao
228-238
Multi-scale Spatial Aggregation Network for Remote Sensing Image Segmentation
Xinkai Sun, Jing Gu, Jie Feng, Shuyuan Yang, Licheng Jiao
239-251
Deep Complex Convolutional Neural Networks for Remote Sensing Image Classification
Lingling Li, Yukai Sun, Fuhai Ma, Jingjing Ma, Licheng Jiao, Fang Liu
252-259

Perceptual Intelligence


Dual Siamese Channel Attention Networks for Visual Object Tracking
Wenxing Gao, Xiaolin Tian, Yifan Zhang, Nan Jia, Ting Yang, Licheng Jiao
263-272
Motion-Aligned and Hardness-Aware Dynamic Update Network for Weakly-Supervised Vehicle Detection in Satellite Videos
Quanpeng Jiang, Jie Feng, Yuping Liang, Ziyu Zhou, Xiangrong Zhang, Licheng Jiao
273-283
A Multi-level Mixed Perception Network for Hyperspectral Image Classification
Huai Wang, Qinghua He, Miaomiao Liang
284-293
A Lightweight SAR Ship Detection Network Based on Superpixel Statistical Modeling
Zhengxi Guo, Biao Hou, Bo Ren
294-301
Background Augmentation with Transformer-Based Autoencoder for Hyperspectral Anomaly Detection
Jianing Wang, Yichen Liu, Linhao Li
302-309
Point Cloud Registration Based on Global and Local Feature Fusion
Wenping Ma, Mingyu Yue, Yongzhe Yuan, Yue Wu, Hao Zhu, Licheng Jiao
310-317
Gaussian Balanced Sampling for End-to-End Pedestrian Detector
Yang Yang, Jun Li, Biao Hou, Bo Ren, Xiaoming Jiang, Jinkai Cheng, Licheng Jiao
318-325
Combining Spatial-Spectral Features for Hyperspectral Image Few-Shot Classification
Qiong Ran, Li Ni, Yonghao Zhou
326-333
SAR Scene Classification Based on Self-supervised Jigsaw Puzzles
Zhongle Ren, Yiming Lu, Hanxiao Wang, Yu Zhang, Biao Hou
334-343
YOLO-Head: An Input Adaptive Neural Network Preprocessor
Biao Hou, Shenxuan Zhou, Xiaoyu Chen, Heng Jiang, Hao Wang
344-351
SR-YOLO: Small Objects Detection Based on Super Resolution
Biao Hou, Xiaoyu Chen, Shenxuan Zhou, Heng Jiang, Hao Wang
352-362
Multi Recursive Residual Dense Attention GAN for Perceptual Image Super Resolution
Linlin Yang, Hongying Liu, Yiming Li, Wenhao Zhou, Yuanyuan Liu, Xiaobiao Di, Lei Wang, Chuanwen Li
363-377
Relay-UNet: Reduce Semantic Gap for Glomerular Image Segmentation
Zhen Cao, Chuanfeng Ma, Qian Wang, Hongwei Zhang
378-385
MobiCFNet: A Lightweight Model for Cattle Face Recognition in Nature
Laituan Qiao, Yaojun Geng, Yuxuan Zhang, Shuyin Zhang, Chao Xu
386-394
Molecular Activity Prediction Based on Graph Attention Network
Xiaowei Cao, Tiwen Wang, Ruohui Cheng, Jingyi Ding
395-401
Tracking Multi-objects with Anchor-Free Siamese Network
Bingyu Hui, Jie Feng, Quanhe Yao, Jing Gu, Licheng Jiao
402-408
Feature Learning and Change Feature Classification Based on Variational Auto-encoder for SAR Change Detection
Huan Chen, Hongming Zhang, Zhixi Feng
409-416
A Simple Structure for Building a Robust Model
Xiao Tan, Jingbo Gao, Ruolin Li
417-424

Wireless Sensor


An Adaptive Spatial Network for UAV Image Real-Time Semantic Segmentation
Qian Wu, Jiayu Song, Yanbo Luo, Hao Li, Qin Tian, Qi Wang, Jinglong Gao, Zhuoran Jia
427-438

Medical Artificial Intelligence


Knowledge Learning Without Forgetting for the Detection of Alzheimer’s Disease
Ruotong Liu, Yue Yin, Jing Bai, Xu Wang
441-449
CA-ConvNeXt: Coordinate Attention on ConvNeXt for Early Alzheimer’s Disease Classification
Weikang Jin, Yue Yin, Jing Bai, Haowei Zhen
450-457
Data Augmentation Method on Pine Wilt Disease Recognition
Weibin Li, Bingzhen An, Yuhui Kong
458-465

 

 


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