2025 "generative priors" Papers

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DeblurDiff: Real-Word Image Deblurring with Generative Diffusion Models

Lingshun Kong, Jiawei Zhang, Dongqing Zou et al.

NEURIPS 2025poster

GenFusion: Closing the Loop between Reconstruction and Generation via Videos

Sibo Wu, Congrong Xu, Binbin Huang et al.

CVPR 2025posterarXiv:2503.21219

LD-RPS: Zero-Shot Unified Image Restoration via Latent Diffusion Recurrent Posterior Sampling

Li Huaqiu, Yong Wang, Tongwen Huang et al.

ICCV 2025posterarXiv:2507.00790

Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing

Ruiyi Wang, Yushuo Zheng, Zicheng Zhang et al.

CVPR 2025posterarXiv:2503.19262

LightSwitch: Multi-view Relighting with Material-guided Diffusion

Yehonathan Litman, Fernando De la Torre, Shubham Tulsiani

ICCV 2025posterarXiv:2508.06494

OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates

Jinpei Guo, Yifei Ji, Zheng Chen et al.

NEURIPS 2025posterarXiv:2505.16091

Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion

Lei Cao, Hao Zhang, Chunyu Li et al.

NEURIPS 2025poster

Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances

Shilin Lu, Zihan Zhou, Jiayou Lu et al.

ICLR 2025posterarXiv:2410.18775

StableCodec: Taming One-Step Diffusion for Extreme Image Compression

Tianyu Zhang, Xin Luo, Li Li et al.

ICCV 2025posterarXiv:2506.21977