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Patching the visual ability of large multimodal models by collaborating with small models 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2026, 卷号: 20, 期号: 9, 页码: 17
作者:  Liang, Hao;  Zhang, Xiaolong;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
model collaboration  patching visual ability  large multimodal models  
Task-aware pre-training for facial action analysis 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2026, 卷号: 20, 期号: 2, 页码: 3
作者:  Sun, Xuran;  Zeng, Jiabei;  Shan, Shiguang
收藏  |  浏览/下载：18/0  |  提交时间：2025/12/03
Bilateral Transformation of Biased Pseudo-Labels under Distribution Inconsistency 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2026, 卷号: 134, 期号: 3, 页码: 34
作者:  Hou, Ruibing;  Chang, Hong;  Hu, Minyang;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Self-training  Semi-supervised learning  Distribution inconsistency  
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：0/0  |  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  
Unsupervised Gaze Representation Learning by Switching Features 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2026, 卷号: 48, 期号: 1, 页码: 62-78
作者:  Sun, Yunjia;  Zeng, Jiabei;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Estimation  Faces  Three-dimensional displays  Switches  Training  Feature extraction  Cameras  Representation learning  Convolutional neural networks  Unsupervised learning  Gaze estimation  unsupervised learning  self-supervised learning  representation learning  feature disentanglement  
Leveraging face-prior knowledge for general face representation learning 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 8
作者:  Sun, Haomiao;  He, Mingjie;  Shan, Shiguang;  Han, Hu
收藏  |  浏览/下载：22/0  |  提交时间：2025/12/03
Face analysis  General face representation learning  Multi-level face-prior knowledge  Auxiliary tasks  
Exp-VQA: Fine-grained facial expression analysis via visual question answering 期刊论文
PATTERN RECOGNITION, 2025, 卷号: 168, 页码: 13
作者:  Yuan, Yujian;  Zeng, Jiabei;  Shan, Shiguang
收藏  |  浏览/下载：24/0  |  提交时间：2025/12/03
Fine-grained facial expression analysis  Emotion classification  Facial action unit detection  Visual question answering  
StylizedGS: Controllable Stylization for 3D Gaussian Splatting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 12, 页码: 11961-11973
作者:  Zhang, Dingxi;  Yuan, Yu-Jie;  Chen, Zhuoxun;  Zhang, Fang-Lue;  He, Zhenliang;  Shan, Shiguang;  Gao, Lin
收藏  |  浏览/下载：0/0  |  提交时间：2026/05/25
Three-dimensional displays  Image color analysis  Rendering (computer graphics)  Geometry  Image reconstruction  Training  Optimization  Semantics  Neural radiance field  Visualization  Gaussian splatting  style transfer  perceptual control  
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：1/0  |  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  
Leveraging auxiliary-tasks for height and weight estimation with pose-disentanglement 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2025, 卷号: 20, 期号: 4, 页码: 12
作者:  Han, Dan;  Zhang, Jie;  Shan, Shiguang
收藏  |  浏览/下载：1/0  |  提交时间：2026/05/25
face-based body height and weight estimationm  auxiliary-tasks learning  pose disentanglement