Ziwei Luo

RL-I2IT: Image-to-image translation with deep reinforcement learning

Hu, Jing; Luo, Ziwei; Feng, Chengming; Hu, Shu et al.

Ingår i Neural Networks, 2026

• DOI för RL-I2IT: Image-to-image translation with deep reinforcement learning

Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles

Zhang, Ruoqi; Luo, Ziwei; Sjölund, Jens; Mattsson, Per et al.

Ingår i 2025 IEEE Conference on Games (CoG), 2025

• DOI för Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles
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Taming diffusion models for image restoration: a review

Luo, Ziwei; Gustafsson, Fredrik; Zhao, Zheng; Sjölund, Jens et al.

Ingår i Philosophical Transactions. Series A, 2025

• DOI för Taming diffusion models for image restoration: a review
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Conditional sampling within generative diffusion models

Zhao, Zheng; Luo, Ziwei; Sjölund, Jens; Schön, Thomas B.

Ingår i Philosophical Transactions. Series A, 2025

• DOI för Conditional sampling within generative diffusion models
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Kernel Reformulation With Deep Constrained Least Squares for Blind Image Super-Resolution

Luo, Ziwei; Huang, Haibin; Yu, Lei; Li, Youwei et al.

Ingår i IEEE transactions on circuits and systems for video technology (Print), s. 7380-7394, 2025

• DOI för Kernel Reformulation With Deep Constrained Least Squares for Blind Image Super-Resolution

RL-I2IT: Image-to-image translation with deep reinforcement learning

Hu, Jing; Luo, Ziwei; Feng, Chengming; Hu, Shu et al.

Ingår i Neural Networks, 2026

• DOI för RL-I2IT: Image-to-image translation with deep reinforcement learning

Conditional sampling within generative diffusion models

Zhao, Zheng; Luo, Ziwei; Sjölund, Jens; Schön, Thomas B.

Ingår i Philosophical Transactions. Series A, 2025

• DOI för Conditional sampling within generative diffusion models
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Kernel Reformulation With Deep Constrained Least Squares for Blind Image Super-Resolution

Luo, Ziwei; Huang, Haibin; Yu, Lei; Li, Youwei et al.

Ingår i IEEE transactions on circuits and systems for video technology (Print), s. 7380-7394, 2025

• DOI för Kernel Reformulation With Deep Constrained Least Squares for Blind Image Super-Resolution

Taming diffusion models for image restoration: a review

Luo, Ziwei; Gustafsson, Fredrik; Zhao, Zheng; Sjölund, Jens et al.

Ingår i Philosophical Transactions. Series A, 2025

• DOI för Taming diffusion models for image restoration: a review
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Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles

Zhang, Ruoqi; Luo, Ziwei; Sjölund, Jens; Mattsson, Per et al.

Ingår i 2025 IEEE Conference on Games (CoG), 2025

• DOI för Real-Time Diffusion Policies for Games: Enhancing Consistency Policies with Q-Ensembles
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Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning

Zhang, Ruoqi; Luo, Ziwei; Sjölund, Jens; Schön, Thomas B. et al.

Ingår i 38th Conference on Neural Information Processing Systems, NeurIPS 2024, 2024

• DOI för Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning

Controlling Vision-Language Models for Multi-Task Image Restoration

Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng; Sjölund, Jens et al.

Ingår i International Conference on Learning Representations 2024 (ICLR 2024), 2024

• Ladda ner fulltext (pdf) av Controlling Vision-Language Models for Multi-Task Image Restoration

NTIRE 2024 restore any image model (RAIM) in the wild challenge

Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng; Sjölund, Jens et al.

Ingår i 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops CVPRW 2024, s. 6632-6640, 2024

• DOI för NTIRE 2024 restore any image model (RAIM) in the wild challenge

Entropy-regularized diffusion policy with Q-ensembles for offline reinforcement learning

Zhang, Ruoqi; Luo, Ziwei; Sjölund, Jens; Schön, Thomas B. et al.

Ingår i Advances in Neural Information Processing Systems 37 (NeurIPS 2024), 2024

Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models

Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng; Sjölund, Jens et al.

Ingår i 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops CVPRW 2024, s. 6641-6651, 2024

• DOI för Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models

Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement

Lian, Wenyi; Lian, Wenjing; Luo, Ziwei

Ingår i 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), s. 6671-6681, 2024

• DOI för Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement
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Image Restoration with Mean-Reverting Stochastic Differential Equations

Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng; Sjölund, Jens et al.

Ingår i Proceedings of the 40th International Conference on Machine Learning, s. 23045-23066, 2023

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NTIRE 2023 Image Shadow Removal Challenge Report

Vasluianu, Florin -Alexandru; Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng et al.

Ingår i 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), s. 1788-1807, 2023

• DOI för NTIRE 2023 Image Shadow Removal Challenge Report

Lens-to-Lens Bokeh Effect Transformation: NTIRE 2023 Challenge Report

Conde, Marcus V.; Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng et al.

Ingår i 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, s. 1643-1659, 2023

• DOI för Lens-to-Lens Bokeh Effect Transformation: NTIRE 2023 Challenge Report

Refusion: Enabling Large-Size Realistic Image Restoration With Latent-Space Diffusion Models

Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng; Sjölund, Jens et al.

Ingår i 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), s. 1680-1691, 2023

• DOI för Refusion: Enabling Large-Size Realistic Image Restoration With Latent-Space Diffusion Models

NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report

Ancuti, Codruta O.; Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng et al.

Ingår i 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023

• DOI för NTIRE 2023 HR NonHomogeneous Dehazing Challenge Report

NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results

Wang, Longguang; Luo, Ziwei; Gustafsson, Fredrik K.; Zhao, Zheng et al.

Ingår i IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), s. 1346-1372, 2023

• DOI för NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results