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2020 – today
- 2026
[i12]Hu Gao, Xiaoning Lei, Xichen Xu, Xingjian Wang, Lizhuang Ma:
From Physical Degradation Models to Task-Aware All-in-One Image Restoration. CoRR abs/2601.10192 (2026)- 2025
- [i11]Xichen Xu, Wentao Chen, Weimin Zhou:
Ambient Denoising Diffusion Generative Adversarial Networks for Establishing Stochastic Object Models from Noisy Image Data. CoRR abs/2501.19094 (2025) - [i10]Xichen Xu, Yanshu Wang, Yawen Huang, Jiaqi Liu, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu:
A Survey on Industrial Anomalies Synthesis. CoRR abs/2502.16412 (2025) - [i9]Yanshu Wang, Xichen Xu, Xiaoning Lei, Guoyang Xie:
SARD: Segmentation-Aware Anomaly Synthesis via Region-Constrained Diffusion with Discriminative Mask Guidance. CoRR abs/2508.03143 (2025) - [i8]Xichen Xu, Yanshu Wang, Jinbao Wang, Qunyi Zhang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu:
STAGE: Segmentation-oriented Industrial Anomaly Synthesis via Graded Diffusion with Explicit Mask Alignment. CoRR abs/2509.06693 (2025) - [i7]Xichen Xu, Yanshu Wang, Jinbao Wang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu:
FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis. CoRR abs/2509.20295 (2025) - [i6]Hu Gao, Xiaoning Lei, Ying Zhang, Xichen Xu, Guannan Jiang, Lizhuang Ma:
Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation. CoRR abs/2511.04920 (2025) - [i5]Hu Gao, Xiaoning Lei, Xichen Xu, Depeng Dang, Lizhuang Ma:
Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution. CoRR abs/2511.10166 (2025) - [i4]Jianwei Sun, Xiaoning Lei, Wenhao Cai, Xichen Xu, Yanshu Wang, Hu Gao:
Establishing Stochastic Object Models from Noisy Data via Ambient Measurement-Integrated Diffusion. CoRR abs/2512.14187 (2025) - 2024
- [j3]Yiqi Wang
, Yongming Xu, Xichen Xu, Xingan Jiang, Yaping Mo, Hengrui Cui, Shanyou Zhu, Hanyi Wu:
Evaluation of six global high-resolution global land cover products over China. Int. J. Digit. Earth 17(1) (2024) - [j2]Xianping Ma, Xichen Xu, Xiaokang Zhang, Man-On Pun:
Adjacent-Scale Multimodal Fusion Networks for Semantic Segmentation of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 20116-20128 (2024) - [i3]Xichen Xu, Wentao Chen, Weimin Zhou:
AmbientCycleGAN for Establishing Interpretable Stochastic Object Models Based on Mathematical Phantoms and Medical Imaging Measurements. CoRR abs/2402.01171 (2024) - [i2]Wentao Chen, Xichen Xu, Jie Luo, Weimin Zhou:
Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data. CoRR abs/2402.01186 (2024) - [i1]Wentao Chen, Jiwei Li, Xichen Xu, Hui Huang, Siyu Yuan, Miao Zhang, Tianming Xu, Jie Luo, Weimin Zhou:
Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization. CoRR abs/2402.01191 (2024) - 2023
- [j1]Xichen Xu, Qunfeng Tang, Zhencheng Chen:
Improved U-Net Model to Estimate Cardiac Output Based on Photoplethysmography and Arterial Pressure Waveform. Sensors 23(22): 9057 (2023)
Coauthor Index
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