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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  
Dynamic Strategy Prompt Reasoning for Emotional Support Conversation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 108-119
作者:  Liu, Yiting;  Li, Liang;  Tu, Yunbin;  Zhang, Beichen;  Zha, Zheng-Jun;  Huang, Qingming
收藏  |  浏览/下载：68/0  |  提交时间：2025/06/25
Emotion recognition  Oral communication  Commonsense reasoning  History  Information processing  Generators  Computers  Computer science  Visualization  Semantics  Emotion support conversation  strategy prompt reasoning  
LighTN: Light-Weight Transformer Network for Performance-Overhead Tradeoff in Point Cloud Downsampling 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 832-847
作者:  Wang, Xu;  Jin, Yi;  Cen, Yigang;  Wang, Tao;  Tang, Bowen;  Li, Yidong
收藏  |  浏览/下载：35/0  |  提交时间：2025/06/25
Task analysis  Point cloud compression  Transformers  Feature extraction  Voltage transformers  Three-dimensional displays  Deep learning  Point cloud  deep learning  downsampling  transformer  energy-efficient  
Clothes-Changing Person Re-Identification With Feasibility-Aware Intermediary Matching 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 3307-3319
作者:  Zhao, Jiahe;  Hou, Ruibing;  Chang, Hong;  Gu, Xinqian;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Reliability  Shape  Training  Feature extraction  Faces  Hands  Electronic mail  Three-dimensional displays  Soft sensors  Reliability engineering  Person re-identification  clothes-changing  intermediary matching  reliability modeling  
Guest Editorial: When Multimedia Meets Food: Multimedia Computing for Food Data Analysis and Applications 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 2708-2712
作者:  Min, Weiqing;  Jiang, Shuqiang;  Radeva, Petia;  Pavlovic, Vladimir;  Ngo, Chong-Wah;  Aizawa, Kiyoharu;  Li, Wanqing
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Special issues and sections  Food products  Data analysis  Multimedia computing  
Dual-Domain Teacher for Unsupervised Domain Adaptation Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 4217-4226
作者:  Wang, Fei;  Zhao, Luhui;  Hong, Shijie;  Wang, Zhe;  Liu, Chen;  Gao, Changxin;  Li, Jinsheng;  Li, Xin;  Luo, Dapeng
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Adaptation models  Training  Reliability  Object detection  Detectors  Annotations  Translation  Predictive models  Feature extraction  Representation learning  Domain adaptation  dual-domain teacher  object detection  pseudo-labels  
OpenSlot: Mixed Open-Set Recognition With Object-Centric Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6019-6030
作者:  Yin, Xu;  Pan, Fei;  An, Guoyuan;  Huo, Yuchi;  Xie, Zixuan;  Yoon, Sung-Eui
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Semantics  Training  Object detection  Benchmark testing  Image reconstruction  Dogs  Safety  Prototypes  Object recognition  Linear programming  Mixed open-set recognition  object-centric learning  open-set object detection  
DomainVerse: A Benchmark Towards Real-World Distribution Shifts for Training-Free Adaptive Domain Generalization 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 6648-6660
作者:  Hou, Feng;  Yuan, Jin;  Yang, Ying;  Zhang, Yao;  Liu, Yang;  Zhang, Yang;  Zhong, Cheng;  Shi, Zhongchao;  Fan, Jianping;  He, Zhiqiang;  Rui, Yong
收藏  |  浏览/下载：26/0  |  提交时间：2025/12/03
Adaptation models  Training  Benchmark testing  Picture archiving and communication systems  Data models  Image color analysis  Computational modeling  Data mining  Training data  Painting  DomainVerse  training-free adaptive domain generalization  vision-language models  
Inferential and Commonsense Visual Question Generation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 7796-7809
作者:  Bi, Chao;  Wang, Shuhui;  Li, Na;  Huang, Qingming
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Visual question generation  visual question answering  multimodal datasets  knowledge and inference  Visual question generation  visual question answering  multimodal datasets  knowledge and inference  
Boosting Dataset Distillation With the Assistance of Crucial Samples for Visual Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2025, 卷号: 27, 页码: 9873-9886
作者:  Li, Xiaodan;  Zhu, Yao;  Chen, Yuefeng;  Chen, Cen;  Guo, Jianmei;  Wang, Shuhui
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Training  Semantics  Computational modeling  Visualization  Synthetic data  Manifolds  Computational efficiency  Training data  Data models  Continuing education  Dataset distillation (DD)  discarding  semantic  infinite  interpolated