Scale Space Diffusion

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References (36)

[1]
Improving Progressive Generation with Decomposable Flow Matching
2025Moayed Haji-Ali, Willi Menapace et al.
[2]
PixelFlow: Pixel-Space Generative Models with Flow
2025Shoufa Chen, Chongjian Ge et al.
[3]
Training-free Diffusion Acceleration with Bottleneck Sampling
2025Ye Tian, Xin Xia et al.
[4]
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
2024Nvidia Yuval Atzmon, Maciej Bala et al.
[5]
Pyramidal Flow Matching for Efficient Video Generative Modeling
2024Yang Jin, Zhicheng Sun et al.
[6]
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
2024Katherine Crowson, Stefan Andreas Baumann et al.
[7]
Do text-free diffusion models learn discriminative visual representations?
2023Soumik Mukhopadhyay, M. Gwilliam et al.
[8]
Matryoshka Diffusion Models
2023Jiatao Gu, Shuangfei Zhai et al.
[9]
Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
2023Jiayan Teng, Wendi Zheng et al.
[10]
UDPM: Upsampling Diffusion Probabilistic Models
2023Shady Abu-Hussein, R. Giryes
[11]
Efficient Diffusion Training via Min-SNR Weighting Strategy
2023Tiankai Hang, Shuyang Gu et al.
[12]
Scalable Diffusion Models with Transformers
2022William S. Peebles, Saining Xie
[13]
All are Worth Words: A ViT Backbone for Diffusion Models
2022Fan Bao, Shen Nie et al.
[14]
Blurring Diffusion Models
2022Emiel Hoogeboom, Tim Salimans
[15]
Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
2022Arpit Bansal, Eitan Borgnia et al.
[16]
High-Resolution Image Synthesis with Latent Diffusion Models
2021Robin Rombach, A. Blattmann et al.
[17]
Cascaded Diffusion Models for High Fidelity Image Generation
2021Jonathan Ho, Chitwan Saharia et al.
[18]
Diffusion Models Beat GANs on Image Synthesis
2021Prafulla Dhariwal, Alex Nichol
[19]
Improved Denoising Diffusion Probabilistic Models
2021Alex Nichol, Prafulla Dhariwal
[20]
Score-Based Generative Modeling through Stochastic Differential Equations
2020Yang Song, Jascha Narain Sohl-Dickstein et al.

Showing 20 of 36 references

Founder's Pitch

"Scale Space Diffusion optimizes diffusion models by processing noisy images at lower resolutions, potentially speeding up image generation."

Diffusion ModelsScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

5

Quick Build

4/4 signals

10

Series A Potential

1/4 signals

2.5

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