diffusion-models topic

List diffusion-models repositories

ddrm

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[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

image-restoration-sde

501
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Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

deepinv

282
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PyTorch library for solving imaging inverse problems using deep learning

DocDiff

223
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ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Recommendations-Diffusion-Text-Image

188
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A paper collection of recent diffusion models for text-image generation tasks, e,g., visual text generation, font generation, text removal, text image super resolution, text editing, handwritten gener...

InverseSR

37
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[Early Accepted at MICCAI 2023] Pytorch Code of "InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model"

diffusion-literature-for-robotics

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Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.

awesome-stable-diffusion

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A curated list of awesome stable diffusion resources 🌟

zero123plus

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Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

AlignProp

198
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AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more sample and compute efficient than reinforcement learning methods (P...