Applying AI techniques to medicine, e.g. diagnosis.
Pulications
Selected Publications
20242024
[j138] Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Xinbo Gao:
Pyramid-resolution person restoration for cross-resolution person re-identification. Sci. China Inf. Sci. 67(6) (2024)
[j127] Ruiyang Xia, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao:
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection. IEEE Trans. Inf. Forensics Secur. 19: 3409-3422 (2024)
[j126] Chunlei Peng, Zimin Miao, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao:
Where Deepfakes Gaze at? Spatial-Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection. IEEE Trans. Inf. Forensics Secur. 19: 4507-4517 (2024)
[j125] Guozhang Li, De Cheng, Nannan Wang, Jie Li, Xinbo Gao:
Neighbor-Guided Pseudo-Label Generation and Refinement for Single-Frame Supervised Temporal Action Localization. IEEE Trans. Image Process. 33: 2419-2430 (2024)
[j124] Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao:
Semi-Supervised Learning With Heterogeneous Distribution Consistency for Visible Infrared Person Re-Identification. IEEE Trans. Image Process. 33: 3880-3892 (2024)
[j123] Ruiyang Xia, Dawei Zhou, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao:
Inspector for Face Forgery Detection: Defending Against Adversarial Attacks From Coarse to Fine. IEEE Trans. Image Process. 33: 4432-4443 (2024)
[j122] Xi Yang, Huanling Liu, Nannan Wang, Xinbo Gao:
Image-Level Adaptive Adversarial Ranking for Person Re-Identification. IEEE Trans. Image Process. 33: 5172-5182 (2024)
[c93] Xiaoqi An, Lin Zhao, Chen Gong, Nannan Wang, Di Wang, Jian Yang:
SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation. AAAI 2024: 691-699
[c92] Yan Gao, Haojun Xu, Jie Li, Nannan Wang, Xinbo Gao:
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking. AAAI 2024: 1842-1850
[c90] Xingyilang Yin, Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Gao:
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis. AAAI 2024: 6738-6746
[c89] Yu Chen, Fei Gao, Yanguang Zhang, Maoying Qiao, Nannan Wang:
Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline. CVPR 2024: 15675-15685
[j103] De Cheng, Gerong Wang, Nannan Wang, Dingwen Zhang, Qiang Zhang, Xinbo Gao:
Discriminative and Robust Attribute Alignment for Zero-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 33(8): 4244-4256 (2023)
[j102] Mingrui Zhu, Zicheng Wu, Nannan Wang, Heng Yang, Xinbo Gao:
Dual Conditional Normalization Pyramid Network for Face Photo-Sketch Synthesis. IEEE Trans. Circuits Syst. Video Technol. 33(9): 5200-5211 (2023)
[j101] Jingwei Xin, Zikai Wei, Nannan Wang, Jie Li, Xiaoyu Wang, Xinbo Gao:
Learning a High Fidelity Identity Representation for Face Frontalization. IEEE Trans. Circuits Syst. Video Technol. 33(11): 6952-6964 (2023)
[j100] Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao:
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7943-7956 (2023)
[j97] Wangbo Yu, Mingrui Zhu, Nannan Wang, Xiaoyu Wang, Xinbo Gao:
An Efficient Transformer Based on Global and Local Self-Attention for Face Photo-Sketch Synthesis. IEEE Trans. Image Process. 32: 483-495 (2023)
[j96] Liangchen Liu, Xi Yang, Nannan Wang, Xinbo Gao:
Frequency Information Disentanglement Network for Video-Based Person Re-Identification. IEEE Trans. Image Process. 32: 4287-4298 (2023)
[j95] Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, Xinbo Gao:
HiFiSketch: High Fidelity Face Photo-Sketch Synthesis and Manipulation. IEEE Trans. Image Process. 32: 5865-5876 (2023)
[j94] Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, Jie Li, Xiaoyu Wang, Xinbo Gao:
FABNet: Frequency-Aware Binarized Network for Single Image Super-Resolution. IEEE Trans. Image Process. 32: 6234-6247 (2023)
Yingzhi Tang, Xi Yang, Xinrui Jiang, Nannan Wang, Xinbo Gao: Dually Distribution Pulling Network for Cross-Resolution Person Reidentification. IEEE Trans. Cybern. 52(11): 12016-12027 (2022)
Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao: ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario. IEEE Trans. Inf. Forensics Secur. 17: 500-515 (2022)
De Cheng, Jingyu Zhou, Nannan Wang, Xinbo Gao: Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id. IEEE Trans. Image Process. 31: 3334-3346 (2022)
Hangyu Li, Nannan Wang, Xi Yang, Xinbo Gao: CRS-CONT: A Well-Trained General Encoder for Facial Expression Analysis. IEEE Trans. Image Process. 31: 4637-4650 (2022)
Xinpeng Ding, Nannan Wang, Shiwei Zhang, Ziyuan Huang, Xiaomeng Li, Mingqian Tang, Tongliang Liu, Xinbo Gao: Exploring Language Hierarchy for Video Grounding. IEEE Trans. Image Process. 31: 4693-4706 (2022)
Mengxu Lu, Zhenxue Chen, Q. M. Jonathan Wu, Nannan Wang, Xuewen Rong, Xinghe Yan: FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road Scene. IEEE Trans. Intell. Transp. Syst. 23(4): 3522-3530 (2022)
Dawei Zhou, Nannan Wang, Chunlei Peng, Yi Yu, Xi Yang, Xinbo Gao: Towards Multi-Domain Face Synthesis Via Domain-Invariant Representations and Multi-Level Feature Parts. IEEE Trans. Multim. 24: 3469-3479 (2022)
Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: Knowledge Distillation for Face Photo-Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(2): 893-906 (2022)
Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao: Flexible Body Partition-Based Adversarial Learning for Visible Infrared Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4676-4687 (2022)
Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li: Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5611-5625 (2022)
Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao: Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin. CVPR 2022: 4156-4165
De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang, Bo Han, Gang Niu, Xinbo Gao, Masashi Sugiyama:Instance-Dependent Label-Noise Learning with Manifold-Regularized Transition Matrix Estimation. CVPR 2022: 16609-16618
Zhenning Yu, Xin Liu, Yiu-Ming Cheung, Minghang Zhu, Xing Xu, Nannan Wang, Taihao Li: Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching. ICDM 2022: 648-655
Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Xiaoyu Wang, Yibing Zhan, Tongliang Liu: Improving Adversarial Robustness via Mutual Information Estimation. ICML 2022: 27338-27352
Dawei Zhou, Nannan Wang, Bo Han, Tongliang Liu: Modeling Adversarial Noise for Adversarial Training. ICML 2022: 27353-27366
De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun: Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction. IJCAI 2022: 848-854
Kun Cheng, Xiaodong Cun, Yong Zhang, Menghan Xia, Fei Yin, Mingrui Zhu, Xuan Wang, Jue Wang, Nannan Wang: VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild. SIGGRAPH Asia 2022: 30:1-30:9
Before 2022before
Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis. Int. J. Comput. Vis. 129(6): 1820-1836 (2021)
Bing Cao, Han Zhang, Nannan Wang, Xinbo Gao, Dinggang Shen: Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis. AAAI 2020: 10486-10493
Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Heng Huang, Xinbo Gao: Binarized Neural Network for Single Image Super Resolution. ECCV (4) 2020: 91-107
Xiaobo Xia, Tongliang Liu, Bo Han, Nannan Wang, Mingming Gong, Haifeng Liu, Gang Niu, Dacheng Tao, Masashi Sugiyama: Part-dependent Label Noise: Towards Instance-dependent Label Noise. NeurIPS 2020
Bing Cao, Nannan Wang, Jie Li, Xinbo Gao: Data Augmentation-Based Joint Learning for Heterogeneous Face Recognition. IEEE Trans. Neural Networks Learn. Syst. 30(6): 1731-1743 (2019)
Mingrui Zhu, Jie Li, Nannan Wang, Xinbo Gao: A Deep Collaborative Framework for Face Photo-Sketch Synthesis. IEEE Trans. Neural Networks Learn. Syst. 30(10): 3096-3108 (2019)
Jingwei Xin, Nannan Wang, Xinbo Gao, Jie Li: Residual Attribute Attention Network for Face Image Super-Resolution. AAAI 2019: 9054-9061
Nannan Wang, Xinbo Gao, Leiyu Sun, Jie Li: Bayesian Face Sketch Synthesis. IEEE Trans. Image Process. 26(3): 1264-1274 (2017)
Nannan Wang, Shengchuan Zhang, Chunlei Peng, Jie Li, Xinbo Gao: Face Sketch Recognition via Data-Driven Synthesis. Handbook of Biometrics for Forensic Science 2017: 127-147
Shengchuan Zhang, Xinbo Gao, Nannan Wang, Jie Li: Robust Face Sketch Style Synthesis. IEEE Trans. Image Process. 25(1): 220-232 (2016)
Yanting Hu, Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li: SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression. IEEE Trans. Image Process. 25(9): 4091-4102 (2016)
Shengchuan Zhang, Xinbo Gao, Nannan Wang, Jie Li, Mingjin Zhang: Face Sketch Synthesis via Sparse Representation-Based Greedy Search. IEEE Trans. Image Process. 24(8): 2466-2477 (2015)
Nannan Wang, Dacheng Tao, Xinbo Gao, Xuelong Li, Jie Li: A Comprehensive Survey to Face Hallucination. Int. J. Comput. Vis. 106(1): 9-30 (2014)