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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  
Stable Attribute Group Editing for Reliable Few-Shot Image Generation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: 35, 期号: 12, 页码: 12719-12733
作者:  Ding, Guanqi;  Han, Xinzhe;  Wang, Shuhui;  Jin, Xin;  Huang, Qingming
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Image synthesis  Training  Diffusion models  Dictionaries  Generators  Data models  Codes  Visualization  Reliability  Analytical models  Few-shot image generation  generative adversarial network  image editing  
Dubbing Movies via Hierarchical Phoneme Modeling and Acoustic Diffusion Denoising 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 11, 页码: 10361-10377
作者:  Li, Liang;  Cong, Gaoxiang;  Qi, Yuankai;  Zha, Zheng-Jun;  Wu, Qi;  Sheng, Quan Z.;  Huang, Qingming;  Yang, Ming-Hsuan
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Videos  Lips  Visualization  Acoustics  Cloning  Noise reduction  Motion pictures  Head  Adaptation models  Text to speech  Visual voice cloning  speech synthesis  hierarchical phoneme modeling  contrastive learning  acoustic diffusion denoising  
ConUDiff: diffusion model with contrastive pretraining and uncertain region optimization for segmentation of left ventricle from echocardiography 期刊论文
PATTERN ANALYSIS AND APPLICATIONS, 2025, 卷号: 28, 期号: 3, 页码: 11
作者:  Zhang, Guohuan;  Zhang, Lei;  Fu, Xuetong;  Wang, Yuanquan;  Zhou, Shoujun;  Wei, Jin;  Zhao, Di
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Diffusion models  Echocardiography  Left ventricle  Segmentation  Contrastive learning  Uncertain region optimization  
Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 5059-5075
作者:  Zhang, Rui;  Meng, Qi;  Zhu, Rongchan;  Wang, Yue;  Shi, Wenlei;  Zhang, Shihua;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：20/0  |  提交时间：2025/12/03
Training  Monte Carlo methods  Spatiotemporal phenomena  Accuracy  Probabilistic logic  Neural networks  Numerical models  Mathematical models  Finite difference methods  Diffusion processes  Neural PDE solver  Monte Carlo method  Feynman-Kac formula  AI for PDE  
SketchDream: Sketch-based Text-to-3D Generation and Editing 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2024, 卷号: 43, 期号: 4, 页码: 13
作者:  Liu, Feng-Lin;  Fu, Hongbo;  Lai, Yu-Kun;  Gao, Lin
收藏  |  浏览/下载：51/0  |  提交时间：2024/12/06
sketch-based interaction  diffusion models  neural radiance fields  3D generation  
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models 期刊论文
ACM TRANSACTIONS ON GRAPHICS, 2023, 卷号: 42, 期号: 6, 页码: 14
作者:  Zhang, Yuxin;  Dong, Weiming;  Tang, Fan;  Huang, Nisha;  Huang, Haibin;  Ma, Chongyang;  Lee, Tong-Yee;  Deussen, Oliver;  Xu, Changsheng
收藏  |  浏览/下载：57/0  |  提交时间：2024/05/20
Image generation  Diffusion models  Attribute-aware editing  Model personalization  
Learning All Dynamics: Traffic Forecasting via Locality-Aware Spatio-Temporal Joint Transformer 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 14
作者:  Fang, Yuchen;  Zhao, Fang;  Qin, Yanjun;  Luo, Haiyong;  Wang, Chenxing
收藏  |  浏览/下载：98/0  |  提交时间：2022/12/07
Forecasting  Correlation  Convolution  Roads  Transformers  Predictive models  Task analysis  Traffic forecasting  spatio-temporal joint transformer  diffusion convolution network