Zheng Zhao

43 papers A* 3A 2C 2Misc 1Journal 25Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Particle-Guided Diffusion Models for Partial Differential Equations.
CoRR
Andrew Millard, Fredrik Lindsten, Zheng Zhao
2025 A conf
Conditioning diffusion models by explicit forward-backward bridging.
AISTATS
Adrien Corenflos, Zheng Zhao, Thomas B. Schön, Simo Särkkä, Jens Sjölund
2025 J jnl
ESS-Flow: Training-free guidance of flow-based models as inference in source space.
CoRR
Adhithyan Kalaivanan, Zheng Zhao, Jens Sjölund, Fredrik Lindsten
2025 A* conf
Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo.
ICML
Filip Ekström Kelvinius, Zheng Zhao, Fredrik Lindsten
2025 J jnl
Solving Linear-Gaussian Bayesian Inverse Problems with Decoupled Diffusion Sequential Monte Carlo.
CoRR
Filip Ekström Kelvinius, Zheng Zhao, Fredrik Lindsten
2024 J jnl
Conditional sampling within generative diffusion models.
CoRR
Zheng Zhao, Ziwei Luo, Jens Sjölund, Thomas B. Schön
2024 J jnl
Conditioning diffusion models by explicit forward-backward bridging.
CoRR
Adrien Corenflos, Zheng Zhao, Simo Särkkä, Jens Sjölund, Thomas B. Schön
2024 A* conf
Controlling Vision-Language Models for Multi-Task Image Restoration.
ICLR
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2024 J jnl
Gaussian-Based Parametric Bijections for Automatic Projection Filters.
IEEE Trans. Autom. Control.
Muhammad F. Emzir, Zheng Zhao, Lahouari Cheded, Simo Särkkä
2024 — conf
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge.
CVPR Workshops
Jie Liang, Radu Timofte, Qiaosi Yi, Shuaizheng Liu, Lingchen Sun, Rongyuan Wu, Xindong Zhang, Hui Zeng, Lei Zhang, Yibin Huang, Shuai Liu, Yongqiang Li, Chaoyu Feng, Xiaotao Wang, Lei Lei, Yuxiang Chen, Xiangyu Chen, Qiubo Chen, Fengyu Sun, Mengying Cui, Jiaxu Chen, Zhenyu Hu, Jingyun Liu, Wenzhuo Ma, Ce Wang, Hanyou Zheng, Wanjie Sun, Zhenzhong Chen, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Xiong Dun, Pengzhou Ji, Yujie Xing, Xuquan Wang, Zhanshan Wang, Xinbin Cheng, Jun Xiao, Chenhang He, Xiuyuan Wang, Zhi-Song Liu, Zimeng Miao, Zhicun Yin, Ming Liu, Wangmeng Zuo, Shuai Li
2024 A conf
On Feynman-Kac training of partial Bayesian neural networks.
AISTATS
Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
2024 — conf
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models.
CVPR Workshops
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2024 J jnl
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models.
CoRR
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2024 J jnl
Rao-Blackwellized Particle Filter Using Noise Adaptive Kalman Filter for Fully Mixing State-Space Models.
IEEE Trans. Aerosp. Electron. Syst.
Tabish Badar, Simo Särkkä, Zheng Zhao, Arto Visala
2024 J jnl
Taming Diffusion Models for Image Restoration: A Review.
CoRR
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023 J jnl
Controlling Vision-Language Models for Universal Image Restoration.
CoRR
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023 A* conf
Image Restoration with Mean-Reverting Stochastic Differential Equations.
ICML
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023 J jnl
Image Restoration with Mean-Reverting Stochastic Differential Equations.
CoRR
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023 — conf
Lens-to-Lens Bokeh Effect Transformation. NTIRE 2023 Challenge Report.
CVPR Workshops
Marcos V. Conde, Manuel Kolmet, Tim Seizinger, Tom E. Bishop, Radu Timofte, Xiangyu Kong, Dafeng Zhang, Jinlong Wu, Fan Wang, Juewen Peng, Zhiyu Pan, Chengxin Liu, Xianrui Luo, Huiqiang Sun, Liao Shen, Zhiguo Cao, Ke Xian, Chaowei Liu, Zigeng Chen, Xingyi Yang, Songhua Liu, Yongcheng Jing, Michael Bi Mi, Xinchao Wang, Zhihao Yang, Wenyi Lian, Siyuan Lai, Haichuan Zhang, Trung Hoang, Amirsaeed Yazdani, Vishal Monga, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Yuxuan Zhao, Baoliang Chen, Yiqing Xu, JiXiangNiu
2023 J jnl
Multidimensional projection filters via automatic differentiation and sparse-grid integration.
Signal Process.
Muhammad F. Emzir, Zheng Zhao, Simo Särkkä
2023 — conf
NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results.
CVPR Workshops
Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang
2023 — conf
NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report.
CVPR Workshops
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Han Zhou, Wei Dong, Yangyi Liu, Jun Chen, Huan Liu, Liangyan Li, Zijun Wu, Yubo Dong, Yuyan Li, Tian Qiu, Yu He, Yonghong Lu, Yinwei Wu, Zhenxiang Jiang, Songhua Liu, Xingyi Yang, Yongcheng Jing, Bilel Benjdira, Anas M. Ali, Anis Koubaa, Hao-Hsiang Yang, I-Hsiang Chen, Wei-Ting Chen, Zhi-Kai Huang, Yi-Chung Chen, Chia-Hsuan Hsieh, Hua-En Chang, Yuan-Chun Chiang, Sy-Yen Kuo, Yu Guo, Yuan Gao, Ryan Wen Liu, Yuxu Lu, Jingxiang Qu, Shengfeng He, Wenqi Ren, Trung Hoang, Haichuan Zhang, Amirsaeed Yazdani, Vishal Monga, Lehan Yang, Alex Jiahao Wu, Tiancheng Mai, Xiaofeng Cong, Xuemeng Yin, Xuefei Yin, Hazim Emad, Ahmed Abdallah, Yahya Yasser, Dalia Elshahat, Esraa Elbaz, Zhan Li, Wenqing Kuang, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Zhao Zhang, Yanyan Wei, Junhu Wang, Suiyi Zhao, Huan Zheng, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Kui Jiang, Anjali Sarvaiya, Kalpesh Prajapati, Ratnadeep Patra, Pragnesh Barik, Chaitanya Rathod, Kishor P. Upla, Kiran B. Raja, Raghavendra Ramachandra, Christoph Busch
2023 — conf
NTIRE 2023 Image Shadow Removal Challenge Report.
CVPR Workshops
Florin-Alexandru Vasluianu, Tim Seizinger, Radu Timofte, Shuhao Cui, Junshi Huang, Shuman Tian, Mingyuan Fan, Jiaqi Zhang, Li Zhu, Xiaoming Wei, Xiaolin Wei, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Xiaoyi Dong, Xi Sheryl Zhang, Chenghua Li, Cong Leng, Woon-Ha Yeo, Wang-Taek Oh, Yeoreum Lee, Han-Cheol Ryu, Jinting Luo, Chengzhi Jiang, Mingyan Han, Qi Wu, Wenjie Lin, Lei Yu, Xinpeng Li, Ting Jiang, Haoqiang Fan, Shuaicheng Liu, Shuning Xu, Binbin Song, Xiangyu Chen, Shile Zhang, Jiantao Zhou, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Bo Wang, Jiahuan Ren, Yan Luo, Yuki Kondo, Riku Miyata, Fuma Yasue, Taito Naruki, Norimichi Ukita, Hua-En Chang, Hao-Hsiang Yang, Yi-Chung Chen, Yuan-Chun Chiang, Zhi-Kai Huang, Wei-Ting Chen, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Xianwei Li, Huiyuan Fu, Chunlin Liu, Huadong Ma, Binglan Fu, Huiming He, Mengjia Wang, Wenxuan She, Yu Liu, Sabari Nathan, Priya Kansal, Zhongjian Zhang, Huabin Yang, Yan Wang, Yanru Zhang, Shruti S. Phutke, Ashutosh Kulkarni, Md Raqib Khan, Subrahmanyam Murala, Santosh Kumar Vipparthi, Heng Ye, Zixi Liu, Xingyi Yang, Songhua Liu, Yinwei Wu, Yongcheng Jing, Qianhao Yu, Naishan Zheng, Jie Huang, Yuhang Long, Mingde Yao, Feng Zhao, Bowen Zhao, Nan Ye, Ning Shen, Yanpeng Cao, Tong Xiong, Weiran Xia, Dingwen Li, Shuchen Xia
2023 J jnl
On Feynman-Kac training of partial Bayesian neural networks.
CoRR
Zheng Zhao, Sebastian Mair, Thomas B. Schön, Jens Sjölund
2023 J jnl
Probabilistic Estimation of Instantaneous Frequencies of Chirp Signals.
IEEE Trans. Signal Process.
Zheng Zhao, Simo Särkkä, Jens Sjölund, Thomas B. Schön
2023 — conf
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models.
CVPR Workshops
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2023 J jnl
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models.
CoRR
Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön
2022 C conf
Fast optimize-and-sample method for differentiable Galerkin approximations of multi-layered Gaussian process priors.
FUSION
Muhammad F. Emzir, Niki Andreas Lopi, Zheng Zhao, Syeda Sakira Hassan, Simo Särkkä
2022 J jnl
Non-Linear Gaussian Smoothing With Taylor Moment Expansion.
IEEE Signal Process. Lett.
Zheng Zhao, Simo Särkkä
2022 J jnl
Sensors and AI Techniques for Situational Awareness in Autonomous Ships: A Review.
IEEE Trans. Intell. Transp. Syst.
Sarang Thombre, Zheng Zhao, Henrik Ramm-Schmidt, José M. Vallet Garcia, Tuomo Malkamäki, Sergey Nikolskiy, Toni Hammarberg, Hiski Nuortie, Mohammad Zahidul H. Bhuiyan, Simo Särkkä, Ville V. Lehtola
2022 C conf
Temporal Gaussian Process Regression in Logarithmic Time.
FUSION
Adrien Corenflos, Zheng Zhao, Simo Särkkä
2021 J jnl
Deep state-space Gaussian processes.
Stat. Comput.
Zheng Zhao, Muhammad F. Emzir, Simo Särkkä
2021 J jnl
Gaussian Process Regression in Logarithmic Time.
CoRR
Adrien Corenflos, Zheng Zhao, Simo Särkkä
2021 J jnl
Non-linear Gaussian smoothing with Taylor moment expansion.
CoRR
Zheng Zhao, Simo Särkkä
2021 J jnl
Taylor Moment Expansion for Continuous-Discrete Gaussian Filtering.
IEEE Trans. Autom. Control.
Zheng Zhao, Toni Karvonen, Roland Hostettler, Simo Särkkä
2020 J jnl
Deep State-Space Gaussian Processes.
CoRR
Zheng Zhao, Muhammad F. Emzir, Simo Särkkä
2020 J jnl
Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection.
J. Signal Process. Syst.
Zheng Zhao, Simo Särkkä, Ali Bahrami Rad
2020 — conf
Parameter Estimation in Non-Linear State-Space Models by Automatic Differentiation of Non-Linear Kalman Filters.
MLSP
Ajinkya Gorad, Zheng Zhao, Simo Särkkä
2020 Misc conf
State-Space Gaussian Process for Drift Estimation in Stochastic Differential Equations.
ICASSP
Zheng Zhao, Filip Tronarp, Roland Hostettler, Simo Särkkä
2019 J jnl
Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network.
CoRR
Ali Bahrami Rad, Morteza Zabihi, Zheng Zhao, Moncef Gabbouj, Aggelos K. Katsaggelos, Simo Särkkä
2019 — conf
Regularized State Estimation And Parameter Learning Via Augmented Lagrangian Kalman Smoother Method.
MLSP
Rui Gao, Filip Tronarp, Zheng Zhao, Simo Särkkä
2018 J jnl
Kalman-based Spectro-Temporal ECG Analysis using Deep Convolutional Networks for Atrial Fibrillation Detection.
CoRR
Zheng Zhao, Simo Särkkä, Ali Bahrami Rad
2018 — conf
Spectro-Temporal ECG Analysis for atrial fibrillation Detection.
MLSP
Zheng Zhao, Simo Särkkä, Ali Bahrami Rad