Virtual staging cost: pick a diffusion sampling tradeoff under $0.08/image

Under $0.08 per image, sampler schedule—not model choice—binds virtual staging quality; default to 25–30 steps, escalate for listing-grade realism. Independent technical note mirroring the canonical version: https://lionvaplus.com/blog/virtual-staging-cost-pick-a-diffusion-sampling-tradeoff-under-008image.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-02
DOI
https://doi.org/10.5281/zenodo.23880249
Primary Topic
Generative Adversarial Networks and Image Synthesis
Type
preprint
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preprint

Virtual staging cost: pick a diffusion sampling tradeoff under $0.08/image

Parker Elliott
Zenodo (CERN European Organization for Nuclear Research)
Generative Adversarial Networks and Image Synthesis
preprint

Virtual staging cost: pick a diffusion sampling tradeoff under $0.08/image

Parker Elliott
preprint en

Abstract

Under $0.08 per image, sampler schedule—not model choice—binds virtual staging quality; default to 25–30 steps, escalate for listing-grade realism. Independent technical note mirroring the canonical version: https://lionvaplus.com/blog/virtual-staging-cost-pick-a-diffusion-sampling-tradeoff-under-008image.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Generative Adversarial Networks and Image Synthesis
DOIOpen Access PDFOpenAlex
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Virtual staging cost: pick a diffusion sampling tradeoff under $0.08/image — Parker Elliott · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS