Jie Xiao

According to our database, Jie Xiao authored at least 30 papers between 2021 and 2025.

Collaborative distances:

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

2025

Elucidating and Endowing the Diffusion Training Paradigm for General Image Restoration.

Xin Lu, Xueyang Fu, Jie Xiao, Zihao Fan, Yurui Zhu, Zheng-Jun Zha

CoRR, June, 2025

NTIRE 2025 Image Shadow Removal Challenge Report.

Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Cailian Chen, Zongwei Wu, Radu Timofte, Mingjia Li, Jin Hu, Hainuo Wang, Hengxing Liu, Jiarui Wang, Qiming Hu, Xiaojie Guo, Xin Lu, Jiarong Yang, Yuanfei Bao, Anya Hu, Zihao Fan, Kunyu Wang, Jie Xiao, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Xingbo Wang, Dong Li, Yuxu Chen, Bin Chen, Yuanbo Zhou, Yuanbin Chen, Hongwei Wang, Jiannan Lin, Qinquan Gao, Tong Tong, Zhao Zhang, Yanyan Wei, Wei Dong, Han Zhou, Seyed Amirreza Mousavi, Jun Chen, Haobo Liang, Jiajie Jing, Junyu Li, Yan Yang, Seoyeon Lee, Chaewon Kim, Ziyu Feng, Shidi Chen, Bowen Luan, Zewen Chen, Vijayalaxmi Ashok Aralikatti, G. Gyaneshwar Rao, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Alexandru Brateanu, Cosmin Ancuti, Tanmay Chaturvedi, Manish Kumar, Anmol Srivastav, Daksh Trivedi, Shashwat Thakur, Kishor P. Upla, Zeyu Xiao, Zhuoyuan Li, Boda Zhou, Shashank Shekhar, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Suiyi Zhao, Bo Wang, Yan Luo, Mingshen Wang, Yilin Zhang

CoRR, June, 2025

BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs.

Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

NTIRE 2025 Ambient Lighting Normalization Challenge Report.

Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Zongwei Wu, Radu Timofte, Yuanfei Bao, Xingbo Wang, Xin Lu, Jiarong Yang, Anya Hu, Kunyu Wang, Jie Xiao, Dong Li, Xueyang Fu, Zheng-Jun Zha, Zihao Fan, Xi Wang, Yurui Zhu, Kean Liu, Senyan Xu, Hongjian Liu, Yupeng Xiao, David Serrano-Lozano, Francisco A. Molina-Bakhos, Danna Xue, Yixiong Yang, Maria Pilligua, Ramon Baldrich, María Vanrell, Javier Vazquez-Corral, Xuan Sun, Zijie Lou, Ting Liu, Kuldeep Purohit, Jameer Babu Pinjari, Yilin Zhang, Huan Zheng, Yanyan Wei, Suiyi Zhao, Shengeng Tang, Zhao Zhang, Yushen Zuo, Zongqi He, Zhe Xiao, Cuixin Yang, Rongkang Dong, Jun Xiao, Kin-Man Lam, Nikhil Akalwadi, Vijayalaxmi Ashok Aralikatti, Dheeraj Damodhar Hegde, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

NTIRE 2025 Image Shadow Removal Challenge Report.

Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Cailan Chen, Zongwei Wu, Radu Timofte, Mingjia Li, Jin Hu, Hainuo Wang, Hengxing Liu, Jiarui Wang, Qiming Hu, Xiaojie Guo, Xin Lu, Jiarong Yang, Yuanfei Bao, Anya Hu, Zihao Fan, Kunyu Wang, Jie Xiao, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Xingbo Wang, Dong Li, Yuxu Chen, Bin Chen, Yuanbo Zhou, Yuanbin Chen, Hongwei Wang, Jiannan Lin, Qinquan Gao, Tong Tong, Zhao Zhang, Yanyan Wei, Wei Dong, Han Zhou, Seyed Amirreza Mousavi, Jun Chen, Haobo Liang, Jiajie Jing, Junyu Li, Yan Yang, Seoyeon Lee, Chaewon Kim, Ziyu Feng, Shidi Chen, Bowen Luan, Zewen Chen, Vijayalaxmi Ashok Aralikatti, G. Gyaneshwar Rao, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Alexandru Brateanu, Cosmin Ancuti, Tanmay Chaturvedi, Manish Kumar, Anmol Srivastav, Daksh Trivedi, Shashwat Thakur, Kishor P. Upla, Zeyu Xiao, Zhuoyuan Li, Boda Zhou, Shashank Shekhar, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Suiyi Zhao, Bo Wang, Yan Luo, Mingshen Wang, Yilin Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

MangaNinja: Line Art Colorization with Precise Reference Following.

Zhiheng Liu, Ka Leong Cheng, Xi Chen, Jie Xiao, Hao Ouyang, Kai Zhu, Yu Liu, Yujun Shen, Qifeng Chen, Ping Luo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Frequency-Prior Enhanced Ambient Lighting Normalization via Visual Perceptual Refinement.

Yuanfei Bao, Xin Lu, Xingbo Wang, Jiarong Yang, Anya Hu, Kunyu Wang, Jie Xiao, Dong Li, Xueyang Fu, Zheng-Jun Zha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Advancing Ambient Lighting Normalization via Diffusion Shadow Generation.

Xin Lu, Jiarong Yang, Yuanfei Bao, Zihao Fan, Anya Hu, Kunyu Wang, Jie Xiao, Xi Wang, Hongjian Liu, Xueyang Fu, Zheng-Jun Zha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

EvenFormer: Dynamic Even Transformer for Real-World Image Restoration.

Xin Lu, Yuanfei Bao, Jiarong Yang, Anya Hu, Jie Xiao, Kunyu Wang, Dong Li, Senyan Xu, Kean Liu, Xueyang Fu, Zheng-Jun Zha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Continuous Adverse Weather Removal via Degradation-Aware Distillation.

Xin Lu, Jie Xiao, Yurui Zhu, Xueyang Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization.

Jiaying Zhu, Dong Li, Xueyang Fu, Gege Shi, Jie Xiao, Aiping Liu, Zheng-Jun Zha

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration.

Yidi Liu, Dong Li, Jie Xiao, Yuanfei Bao, Senyan Xu, Xueyang Fu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control.

Ruili Feng, Han Zhang, Zhantao Yang, Jie Xiao, Zhilei Shu, Zhiheng Liu, Andy Zheng, Yukun Huang, Yu Liu, Hongyang Zhang

CoRR, 2024

BACON: Supercharge Your VLM with Bag-of-Concept Graph to Mitigate Hallucinations.

Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Chaojie Mao, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng

CoRR, 2024

InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior.

Zhiheng Liu, Hao Ouyang, Qiuyu Wang, Ka Leong Cheng, Jie Xiao, Kai Zhu, Nan Xue, Yu Liu, Yujun Shen, Yang Cao

CoRR, 2024

CCM: Real-Time Controllable Visual Content Creation Using Text-to-Image Consistency Models.

Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Zhantao Yang, Ruili Feng, Yu Liu, Xueyang Fu, Zheng-Jun Zha

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DreamClean: Restoring Clean Image Using Deep Diffusion Prior.

Jie Xiao, Ruili Feng, Han Zhang, Zhiheng Liu, Zhantao Yang, Yurui Zhu, Xueyang Fu, Kai Zhu, Yu Liu, Zheng-Jun Zha

Proceedings of the Twelfth International Conference on Learning Representations, 2024

NTIRE 2024 Image Shadow Removal Challenge Report.

Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Zongwei Wu, Cailian Chen, Radu Timofte, Wei Dong, Han Zhou, Yuqiong Tian, Jun Chen, Xueyang Fu, Xin Lu, Yurui Zhu, Xi Wang, Dong Li, Jie Xiao, Yunpeng Zhang, Zheng-Jun Zha, Zhao Zhang, Suiyi Zhao, Bo Wang, Yan Luo, Yanyan Wei, Zhihao Zhao, Long Sun, Tingting Yang, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Bilel Benjdira, Mohammed Nassif, Anis Koubaa, Ahmed Elhayek, Anas M. Ali, Kyotaro Tokoro, Kento Kawai, Kaname Yokoyama, Takuya Seno, Yuki Kondo, Norimichi Ukita, Chenghua Li, Bo Yang, Zhiqi Wu, Gao Chen, Yihan Yu, Sixiang Chen, Kai Zhang, Tian Ye, Wenbin Zou, Yunlong Lin, Zhaohu Xing, Jinbin Bai, Wenhao Chai, Lei Zhu, Ritik Maheshwari, Rakshank Verma, Rahul Tekchandani, Praful Hambarde, Satya Narayan Tazi, Santosh Kumar Vipparthi, Subrahmanyam Murala, Jaeho Lee, Seongwan Kim, Sharif S. M. A, Nodirkhuja Khujaev, Roman Tsoy, Fan Gao, Weidan Yan, Wenze Shao, Dengyin Zhang, Bin Chen, Siqi Zhang, Yanxin Qian, Yuanbin Chen, Yuanbo Zhou, Tong Tong, Rongfeng Wei, Ruiqi Sun, Yue Liu, Nikhil Akalwadi, Amogh Joshi, Sampada Malagi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Ali Murtaza, Uswah Khairuddin, Ahmad 'Athif Mohd Faudzi, Adinath Dukre, Vivek Deshmukh, Shruti S. Phutke, Ashutosh Kulkarni, Anil Gonde, Arun karthik K, Manasa N, Shri Hari Priya, Wei Hao, Xingzhuo Yan, Minghan Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HirFormer: Dynamic High Resolution Transformer for Large-Scale Image Shadow Removal.

Xin Lu, Yurui Zhu, Xi Wang, Dong Li, Jie Xiao, Yunpeng Zhang, Xueyang Fu, Zheng-Jun Zha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Shadow Removal via Global Residual Free Unet and Shadow Generation.

Dong Li, Xin Lu, Yurui Zhu, Xi Wang, Jie Xiao, Yunpeng Zhang, Xueyang Fu, Zheng-Jun Zha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

HomoFormer: Homogenized Transformer for Image Shadow Removal.

Jie Xiao, Xueyang Fu, Yurui Zhu, Dong Li, Jie Huang, Kai Zhu, Zheng-Jun Zha

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Image De-Raining Transformer.

Jie Xiao, Xueyang Fu, Aiping Liu, Feng Wu, Zheng-Jun Zha

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Continual Image Deraining With Hypergraph Convolutional Networks.

Xueyang Fu, Jie Xiao, Yurui Zhu, Aiping Liu, Feng Wu, Zheng-Jun Zha

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

CCM: Adding Conditional Controls to Text-to-Image Consistency Models.

Jie Xiao, Kai Zhu, Han Zhang, Zhiheng Liu, Yujun Shen, Yu Liu, Xueyang Fu, Zheng-Jun Zha

CoRR, 2023

Random Shuffle Transformer for Image Restoration.

Jie Xiao, Xueyang Fu, Man Zhou, Hongjian Liu, Zheng-Jun Zha

Proceedings of the International Conference on Machine Learning, 2023

Learning Sample Relationship for Exposure Correction.

Jie Huang, Feng Zhao, Man Zhou, Jie Xiao, Naishan Zheng, Kaiwen Zheng, Zhiwei Xiong

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Stochastic Window Transformer for Image Restoration.

Jie Xiao, Xueyang Fu, Feng Wu, Zheng-Jun Zha

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Principled Knowledge Extrapolation with GANs.

Ruili Feng, Jie Xiao, Kecheng Zheng, Deli Zhao, Jingren Zhou, Qibin Sun, Zheng-Jun Zha

Proceedings of the International Conference on Machine Learning, 2022

2021

Improving De-raining Generalization via Neural Reorganization.

Jie Xiao, Man Zhou, Xueyang Fu, Aiping Liu, Zheng-Jun Zha

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Image De-Raining via Continual Learning.

Man Zhou, Jie Xiao, Yifan Chang, Xueyang Fu, Aiping Liu, Jinshan Pan, Zheng-Jun Zha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021