Xichen Xu

According to our database, Xichen Xu authored at least 16 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

From Physical Degradation Models to Task-Aware All-in-One Image Restoration.

Hu Gao, Xiaoning Lei, Xichen Xu, Xingjian Wang, Lizhuang Ma

CoRR, January, 2026

2025

Establishing Stochastic Object Models from Noisy Data via Ambient Measurement-Integrated Diffusion.

Jianwei Sun, Xiaoning Lei, Wenhao Cai, Xichen Xu, Yanshu Wang, Hu Gao

CoRR, December, 2025

Physically Interpretable Multi-Degradation Image Restoration via Deep Unfolding and Explainable Convolution.

Hu Gao, Xiaoning Lei, Xichen Xu, Depeng Dang, Lizhuang Ma

CoRR, November, 2025

Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation.

Hu Gao, Xiaoning Lei, Ying Zhang, Xichen Xu, Guannan Jiang, Lizhuang Ma

CoRR, November, 2025

FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis.

Xichen Xu, Yanshu Wang, Jinbao Wang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, September, 2025

STAGE: Segmentation-oriented Industrial Anomaly Synthesis via Graded Diffusion with Explicit Mask Alignment.

Xichen Xu, Yanshu Wang, Jinbao Wang, Qunyi Zhang, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, September, 2025

SARD: Segmentation-Aware Anomaly Synthesis via Region-Constrained Diffusion with Discriminative Mask Guidance.

Yanshu Wang, Xichen Xu, Xiaoning Lei, Guoyang Xie

CoRR, August, 2025

A Survey on Industrial Anomalies Synthesis.

Xichen Xu, Yanshu Wang, Yawen Huang, Jiaqi Liu, Xiaoning Lei, Guoyang Xie, Guannan Jiang, Zhichao Lu

CoRR, February, 2025

Ambient Denoising Diffusion Generative Adversarial Networks for Establishing Stochastic Object Models from Noisy Image Data.

Xichen Xu, Wentao Chen, Weimin Zhou

CoRR, January, 2025

Residual Aggregation and Multi-Head Attention Reweighting for Autoformer in Industrial Time Series Forecasting.

Yanshu Wang, Xichen Xu, Xiaoning Lei, Chengbin Ma

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

2024

Evaluation of six global high-resolution global land cover products over China.

Yiqi Wang, Yongming Xu, Xichen Xu, Xingan Jiang, Yaping Mo, Hengrui Cui, Shanyou Zhu, Hanyi Wu

Int. J. Digit. Earth, December, 2024

Adjacent-Scale Multimodal Fusion Networks for Semantic Segmentation of Remote Sensing Data.

Xianping Ma, Xichen Xu, Xiaokang Zhang, Man-On Pun

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Unsupervised Generation of Pseudo Normal PET from MRI with Diffusion Model for Epileptic Focus Localization.

Wentao Chen, Jiwei Li, Xichen Xu, Hui Huang, Siyu Yuan, Miao Zhang, Tianming Xu, Jie Luo, Weimin Zhou

CoRR, 2024

Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data.

Wentao Chen, Xichen Xu, Jie Luo, Weimin Zhou

CoRR, 2024

AmbientCycleGAN for Establishing Interpretable Stochastic Object Models Based on Mathematical Phantoms and Medical Imaging Measurements.

Xichen Xu, Wentao Chen, Weimin Zhou

CoRR, 2024

2023

Improved U-Net Model to Estimate Cardiac Output Based on Photoplethysmography and Arterial Pressure Waveform.

Xichen Xu, Qunfeng Tang, Zhencheng Chen

Sensors, November, 2023