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DPFA-net: a lightweight hybrid neural network with dual path feature aggregation for food image recognition 期刊论文
MULTIMEDIA SYSTEMS, 2026, 卷号: 32, 期号: 2, 页码: 17
作者:  Zhu, Xiangyi;  Zhang, Wenli;  Sheng, Yingnan;  Lv, Congrui;  Sheng, Guorui;  Min, Weiqing;  Jiang, Shuqiang
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Food image recognition  Food computing  Lightweight  Vision transformer  
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  
Enhanced pixel-wise style fusion network for stent malapposition recognition with re-parameterizing technique in OCT 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2025, 卷号: 59, 期号: 2, 页码: 26
作者:  Zhang, Hua;  Zhang, Chen;  Li, Jing;  Xuan, Xuexi;  Wang, Mingjie;  Yi, Bo;  Xia, Kai;  Wang, Haiyan;  Yin, Lei;  Zhang, Xiaoqing
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
Coronary artery disease  Stent malapposition recognition  OCT  Enhanced pixel-wise style fusion network  Re-parameterizing  
PIT: A Plug-and-Play Image Translator for Making Off-the-Shelf Models Adapt to Corruptions 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11644-11661
作者:  Li, Yinqi;  Chang, Hong;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：2/0  |  提交时间：2026/05/25
Adaptation models  Image recognition  Computational modeling  Translation  Training  Data models  Image restoration  Data augmentation  Head  Flowering plants  Corrupted image recognition  image-to-image translation  generative adversarial network  
Channel grouping vision transformer for lightweight fruit and vegetable recognition 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 292, 页码: 11
作者:  Liu, Chengxu;  Min, Weiqing;  Song, Jingru;  Ang, Yancun Y.;  Sheng, Guorui;  Yao, Tao;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Fruit recognition  Vegetable recognition  Lightweight  Deep learning  Computer vision  
Improving multimodal named entity recognition via text-image relevance prediction with large language models 期刊论文
NEUROCOMPUTING, 2025, 卷号: 651, 页码: 10
作者:  Zeng, Qingyang;  Yuan, Minghui;  Su, Yueyang;  Mi, Jia;  Che, Qianzi;  Wan, Jing
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Multimodal named entity recognition  Multimodal learning  Large language model  Contrastive learning  Social media  
Leveraging Eye Movement for Instructing Robust Video-Based Facial Expression Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2025, 卷号: 16, 期号: 4, 页码: 3404-3420
作者:  Liu, Yuanyuan;  Wei, Lin;  Liu, Kejun;  Chen, Zijing;  Chen, Zhe;  Tang, Chang;  Chen, Jingying;  Shan, Shiguang
收藏  |  浏览/下载：3/0  |  提交时间：2026/05/25
Videos  Face recognition  Visualization  Emotion recognition  Transformers  Training  Accuracy  Data mining  Gaze tracking  Computational modeling  Video-based facial expression recognition  eye movement signals  pre-training  fine-tuning  instructed learning  
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: 11, 期号: 4, 页码: 2123-2134
作者:  Lu, Yao;  Zhu, Yutao;  Li, Yuqi;  Xu, Dongwei;  Lin, Yun;  Xuan, Qi;  Yang, Xiaoniu
收藏  |  浏览/下载：21/0  |  提交时间：2025/12/03
Computational modeling  Deep learning  Modulation  Training  Pattern classification  Computational complexity  Vectors  Semantics  Perturbation methods  Indexes  Automatic modulation recognition  layer pruning  deep learning  edge devices  
Instance-Consistent Fair Face Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 7, 页码: 5319-5335
作者:  Li, Yong;  Sun, Yufei;  Cui, Zhen;  Shen, Pengcheng;  Shan, Shiguang
收藏  |  浏览/下载：23/0  |  提交时间：2025/12/03
Face recognition  Training  Measurement  Annotations  Accuracy  Benchmark testing  Electronic mail  Sun  Standards  Loss measurement  biometrics  fairness  adaptive margin  
Multi-View Facial Expressions Analysis of Autistic Children in Social Play 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2025, 卷号: 16, 期号: 3, 页码: 2200-2214
作者:  Zeng, Jiabei;  Yuan, Yujian;  Qu, Lu;  Chang, Fei;  Sun, Xuran;  Gong, Jinqiuyu;  Han, Xuling;  Liu, Min;  Zhao, Hang;  Liu, Qiaoyun;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：25/0  |  提交时间：2025/12/03
Face recognition  Autism  Faces  Feature extraction  Cameras  Accuracy  Pediatrics  Complexity theory  Software  Magnetic heads  Multi-view facial expression recognition  facial expression quantification  facial expression analysis  autism spectrum disorder assessment  multi-scale entropy