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Deep learning

DCAF-GAN: Enhancing historical landscape restoration with dual-branch feature extraction and attention fusion

Li Fang, Bo Han, Mingyan Bi, Lihui Wang, Dandan Wang

published 29 Oct 2025

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Self-learning model fusion for network anomaly detection: A hybrid CNN-LSTM-transformer framework

Jun Wang, Ning Huang, Houzhong Zhang, Luyun Liu, Qiang Fu, Kerang Cao, Xiwang Guo, Hoekyung Jung

published 29 Oct 2025

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SCI-YOLO11: An improved defect detection algorithm for transmission line insulators based on YOLO11

Junyan Wang, Yuqian Wang, Xun Li, Baoxi Yuan, Miaomiao Wang

published 29 Oct 2025

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Fault detection of high-speed train wheelset bearings based on improved auxiliary classifier generative adversarial networks and VAE

Jiandong Qiu, Jiaxuan Liu, Minan Tang, Dingwang Zhang, Meng Li

published 28 Oct 2025

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A surface defect detection method for electronic products based on improved YOLOv11

Jianming Meng, Longjian Guo, Wei Hao, Deepak Kumar Jain

published 28 Oct 2025

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Credit risk prediction model for listed companies based on improved reinforcement learning and Bayesian optimization hyperband

Cai Yuanqing, Zhenming Gao, Zhang Jian, Roohallah Alizadehsani, Paweł Pławiak

published 28 Oct 2025

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Hazediff: A training-free diffusion-based image dehazing method with pixel-level feature injection

Xiaoxia Lin, Zhengao Li, Dawei Huang, Wancheng Feng, XinJun An, Lin Sun, Niuzhen Yu, Yan Li, Chunwei Leng

published 28 Oct 2025

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Dual-branch differential channel hypergraph convolutional network for human skeleton based action recognition

Dong Chen, Kaichen She, Peisong Wu, Mingdong Chen, Chuanqi Li

published 27 Oct 2025

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IV3TM: Inception V3 enabled bidirectional long short-term memory network for brain tumor classification

Afnan M. Alhassan, Nouf I. Altmami

published 24 Oct 2025

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An efficient cyber-attack detection and classification in IoT networks with high-dimensional feature set using Levenberg-Marquardt optimized feedforward neural network

Quxi Kuang, Xianglin Kuang

published 24 Oct 2025

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MultiFAR: Multidimensional information fusion with attention-driven representation learning for student performance prediction

Mohd Fazil, Bader M. Albahlal

published 24 Oct 2025

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The apple detection method based on multimodal features

Xiaoyang Liu, Chongyang Hu, Xupeng Huang, Chenxin Sun, Rongjin Zhu, Cheng Wang, Yuxiang Zhang, Qian Shen, Hongbiao Zhou, Chengzhi Ruan

published 23 Oct 2025

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Lychee13-3634: A new lychee image dataset and classification methodological evaluation

Shaoye Luo, Hanling Zheng, Ziyang Lin, Tingting Zeng, Miaomiao Huang, Yongyi Xiao, Antoni Grau Senior Member, IEEE, Jiayan Huang

published 23 Oct 2025

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