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Entropy-regulated cross-modal generative fusion for multimodal network intrusion detection 期刊论文
INFORMATION FUSION, 2026, 卷号: 126, 页码: 16
作者:  Wang, Xiangbin;  Yuan, Qingjun;  Yu, Wentao;  Meng, Qianwei;  Lu, Siqi;  He, Wenqi;  Gu, Chunxiang;  Wang, Yongjuan
收藏  |  浏览/下载：30/0  |  提交时间：2025/12/03
Generative artificial intelligence  Intrusion detection system  Multimodal fusion  Diffusion model  Cross-modal representation  Differential entropy  
DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2026, 卷号: 28, 页码: 297-308
作者:  Li, Yinqi;  Chang, Hong;  Hou, Ruibing;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Diffusion models  Object detection  Layout  Noise  Training  Noise reduction  Vocabulary  Dogs  Bicycles  Image synthesis  Diffusion model  generative modeling  discriminative Task  object detection  visual recognition  
Sensing-Error-Aware UAV Scheduling Based on Generative Diffusion-Driven MADRL for ISAC-Enabled Multi-UAV Systems 期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2026, 卷号: 25, 页码: 9782-9798
作者:  Wu, Yihao;  Yu, Hanxiao;  Zhou, Yiqing;  Shi, Ningzhe;  Cai, Qing;  Shi, Jinglin
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Sensors  Autonomous aerial vehicles  Optimization  Resource management  Integrated sensing and communication  Wireless communication  Heuristic algorithms  Trajectory  Diffusion models  Wireless sensor networks  Generative diffusion model  integrated sensing and communication  sensing error  multi-agent reinforcement learning  uncrewed aerial vehicle