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左旺孟 (Wangmeng Zuo)

Faculty of Computing

102H-index
848Paper Count
6.3WCitation Count
Published Papers 170
Publication Date
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Myriad: a large multimodal model applying vision experts for industrial anomaly detection
errScience China-Information Sciences
IF7.6
err2026-08-13
err0
PREAI
errYuanze Li; Haolin Wang; Shihao Yuan; Ming Liu; Debin Zhao; Yiwen Guo; Chen Xu; Guangming Shi; Wangmeng Zuo
errShare
errSave
Ref-Diff: zero-shot referring image segmentation with generative models
errScience China-Information Sciences
IF7.6
err2026-07-31
err0
PREAI
errMinheng Ni; Yabo Zhang; Kailai Feng; Xiaoming Li; Yiwen Guo; Wangmeng Zuo
errShare
errSave
Global and Local Visual–Textual Alignment for Open Vocabulary Object Detection
errIEEE Transactions on Image Processing
IF13.7
err2026-06-11
err0
PREAI
errHao Wang; Tong Jia; Shizhuo Deng; Dongyue Chen; Qilong Wang; Wangmeng Zuo
errShare
errSave
Language Supervised Multi-Camera Multi-Object Tracking
errIEEE Transactions on Image Processing
IF13.7
err2026-06-08
err0
PREAI
errKaige Mao; Xiaopeng Hong; Xiaopeng Fan; Wangmeng Zuo
errShare
errSave
Separating anything from image in context
errPattern Recognition
IF7.6
err2026-04-24
err0
PREAI
errYecong Wan; Mingwen Shao; Jun Shu; Yuanshuo Cheng; Deyu Meng; Wangmeng Zuo
errShare
errSave
I2V-Adapter: Fast adapting image pre-trained models for video correspondence
errPattern Recognition
IF7.6
err2026-02-10
err0
PREAI
errHannan Lu; Xinyu Zhang; Zhi Tian; Xiaohe Wu; Wangmeng Zuo; Jingdong Wang
errShare
errSave
WPD: Weather prompt driven zero-shot adverse condition depth estimation
errPattern Recognition
IF7.6
err2025-12-26
err0
PREAI
errRui Tian; Yongqiang Zhang; Zhixiang Zhang; Man Zhang; Zian Zhang; Yin Zhang; Yongqiang Li; Wangmeng Zuo
errShare
errSave
Tri-Domain Filtering Transformer for CT Metal Artifact Reduction
errIEEE Transactions on Radiation and Plasma Medical Sciences
IF3.5
err2025-12-15
err0
PREAI
errPengju Liu; Hongzhi Zhang; Chunwei Tian; Feng Jiang; Yudong Zhang; Wangmeng Zuo
errShare
errSave
Parameter-efficient multimodal adaptation for adverse condition depth estimation
errExpert Systems with Applications
IF7.5
err2025-12-04
err0
PREAI
errGuanglei Yang; Rui Tian; Yongqiang Zhang; Zhun Zhong; Yongqiang Li; Wangmeng Zuo
errShare
errSave
Addressing Client Drift in Federated Learning via Class-Prototype Similarity Distillation and Adaptive Mask
errIEEE Transactions on Cybernetics
IF10.5
err2025-11-25
err0
PREAI
errYunlu Yan; Chun-Mei Feng; Mang Ye; Wangmeng Zuo; Ping Li; Rick Siow Mong Goh; Lei Zhu; C. L. Philip Chen
errShare
errSave
A survey on deep learning fundamentals
errArtificial Intelligence Review
IF13.9
err2025-10-17
err0
errOAAI
errChunwei Tian; Tongtong Cheng; Zhe Peng; Wangmeng Zuo; Yonglin Tian; Qingfu Zhang; Fei-Yue Wang; David Zhang
errShare
errSave
Retrieval-augmented image harmonization
errPattern Recognition
IF7.6
err2025-10-12
err0
PREAI
errHaolin Wang; Ming Liu; Zifei Yan; Chao Zhou; Longan Xiao; Wangmeng Zuo
errShare
errSave
Text to Image for Multi-Label Image Recognition With Joint Prompt-Adapter Learning
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errChun-Mei Feng; Kai Yu; Xinxing Xu; Salman Khan; Rick Siow Mong Goh; Wangmeng Zuo; Yong Liu
errShare
errSave
DualAug: Exploiting additional heavy augmentation with OOD data rejection
errNeurocomputing
IF6.5
err2025-08-11
err0
PREAI
errZehao Wang; Yiwen Guo; Qizhang Li; Guanglei Yang; Wangmeng Zuo
errShare
errSave
Relationship Quantification of Image Degradations
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-08-01
err0
errOAAI
errBoyun Li; Yuanbiao Gou; Wenxin Wang; Peng Hu; Wangmeng Zuo; Xi Peng
errShare
errSave
Reblurring-Guided Single Image Defocus Deblurring: A Learning Framework with Misaligned Training Pairs
errInternational Journal of Computer Vision
IF9.3
err2025-07-05
err0
PREAI
errDongwei Ren; Xinya Shu; Yu Li; Xiaohe Wu; Jin Li; Wangmeng Zuo
errShare
errSave
Degradation-Guided cross-consistent deep unfolding network for video restoration under diverse weathers
errNeural Networks
IF6.3
err2025-06-16
err0
PREAI
errYuanshuo Cheng; Mingwen Shao; Yecong Wan; Yuanjian Qiao; Wangmeng Zuo; Deyu Meng
errShare
errSave
Automatic Label Assignment for Object Detection
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2025-06-09
err0
PREAI
errHao Wang; Tong Jia; Qilong Wang; Wangmeng Zuo
errShare
errSave
Multi-stage network for single image deblurring based on dual-domain window mamba
errNEURAL NETWORKS
IF6.3
err2025-05-27
err0
errOAAI
errWu, Wenbo; Liu, Lei; Wang, Jingtao; Li, Bin; Ye, Zongyu; Zuo, Wangmeng; Pan, Yun
errShare
errSave
Enhancing visual adversarial transferability via affine transformation of intermediate-level perturbations
errPATTERN RECOGNITION LETTERS
IF3.3
err2025-03-01
err0
PREAI
errLi, Qizhang; Guo, Yiwen; Zuo, Wangmeng
errShare
errSave

Research Directions

图像/视频去噪图像/视频超分辨图像/视频去模糊恶劣天气图像复原暗光图像增强图像去反光基于深度学习的相机成像链路人脸/文字复原与增强图像质量评价图像/3D/视频生成与合成人脸/人体生成与编辑图像修复场景图像生成与编辑个性化生成/编辑小样本生成模型自适应图像分类物体检测语义/示例分割 视觉跟踪人群计数 弱/半监督学习迁移学习标注噪声小样本学习长尾分布 多任务学习连续学习 自监督学习 对抗样本鲁棒机器学习无人驾驶工业视觉多模态预训练及多模态学习视觉-3D-语言多模态学习语言驱动的视觉学习知识驱动的视觉学习下游任务的零样本学习与低资源适配基于文本的图像/3D/视频生成基于文本的视觉编辑
Co-authors
Cooperation Journals
M
Ming–Hsuan Yang
H-index: 147 · Papers: 1.2K
L
Lei Zhang
H-index: 145 · Papers: 1.7K
章典 cover
章典 (David Zhang)
H-index: 134 · Papers: 1.8K
高
高会军 (Huijun Gao)
H-index: 129 · Papers: 824
陈晨 cover
陈晨 (C. L. Philip Chen)
H-index: 128 · Papers: 1.5K
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