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BlindDPS avatar

BlindDPS/blind-dps

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blinddps.github.io/blind-dps-project↗

Blind Dps

Diffusion model-based inverse problem solvers have demonstrated state-of-the-art performance in cases where the forward operator is known (i.e. non-blind). However, the applicability of the method to blind inverse problems has yet to be explored. In this work, we show that we can indeed solve a…

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  • Image Restoration - Parallel diffusion models for blind inverse problems.
134 stars·17 forks·Python·10 views

Star history

Star history chart for blinddps/blind-dpsStar history chart for blinddps/blind-dps

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

Frequently asked questions

What does blinddps/blind-dps do?

Diffusion model-based inverse problem solvers have demonstrated state-of-the-art performance in cases where the forward operator is known (i.e. non-blind). However, the applicability of the method to blind inverse problems has yet to be explored. In this work, we show that we can indeed solve a…

What are the main features of blinddps/blind-dps?

The main features of blinddps/blind-dps are: Image Restoration.

Which projects share features with blinddps/blind-dps?

Projects with overlapping indexed features include: aaaasan111/difflid — Official implementation of ECCV 2024 paper "Unleashing the Potential of the Semantic Latent Space in Diffusion Models… algolzw/daclip-uir — Project Page | Paper | Model Card 🤗. algolzw/image-restoration-sde — Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön Department of Information Technology,… auroral703/pertouch — [AAAI 2026] PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching. bahjat-kawar/ddrm — arXiv | PDF | Project Website. 74587887/spgd — [ACM MM 2025] Enhancing Diffusion Model Stability for Image Restoration via Gradient Management.

Projects sharing features with Blind Dps

These projects share indexed features with Blind Dps. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • aaaasan111/difflidaaaasan111 avatar

    aaaasan111/difflid

    9View on GitHub↗

    Official implementation of ECCV 2024 paper "Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image Dehazing"

    Python
    View on GitHub↗9
  • algolzw/daclip-uirAlgolzw avatar

    Algolzw/daclip-uir

    814View on GitHub↗

    Project Page | Paper | Model Card 🤗

    Python
    View on GitHub↗814
  • algolzw/image-restoration-sdeAlgolzw avatar

    Algolzw/image-restoration-sde

    718View on GitHub↗

    Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön Department of Information Technology, Uppsala University

    Python
    View on GitHub↗718
  • 74587887/spgd74587887 avatar

    74587887/SPGD

    8View on GitHub↗

    ACM MM 2025 Enhancing Diffusion Model Stability for Image Restoration via Gradient Management

    Python
    View on GitHub↗8
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