{"type":"post","id":"code-available-at-github-com-uw-cig-sgpnp-0942e4","slug":"code-available-at-github-com-uw-cig-sgpnp-0942e4","title":"Code available at github.com/uw-cig/SGPnP; works with ADMM, PGM, and RED variants.","description":"The SGPnP repository makes public code available for a stochastic plug-and-play approach to imaging inverse problems that uses pretrained score-based diffusion models as priors.","retrieval_nugget":"The SGPnP repository makes public code available for a stochastic plug-and-play approach to imaging inverse problems that uses pretrained score-based diffusion models as priors. It matters because researchers can now inspect the implementation, obtain the referenced weights, and run supplied restoration and reconstruction configurations rather than evaluating the method only from its paper description.","published_at":"2026-11-05","updated_at":"2026-11-07","record_date":"2026-11-05","date_kind":"published_at","topics":["github"],"entities":["SGPnP","uw-cig","FFHQ","fastMRI"],"related_patterns":["scientific-agents-need-artifact-evidence"],"novelty_label":"new_fact","what_changed":"SGPnP code is newly available on GitHub and works with ADMM, PGM, and RED variants.","prior_refs":[],"source_url":"https://github.com/uw-cig/SGPnP","source_urls":["https://github.com/uw-cig/SGPnP"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:code-available-at-github-com-uw-cig-sgpnp-0942e4","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/code-available-at-github-com-uw-cig-sgpnp-0942e4/","markdown":"https://newruntime.com/posts/code-available-at-github-com-uw-cig-sgpnp-0942e4.md","json":"https://newruntime.com/posts/code-available-at-github-com-uw-cig-sgpnp-0942e4.json"},"markdown_url":"https://newruntime.com/posts/code-available-at-github-com-uw-cig-sgpnp-0942e4.md","next_reads":[{"type":"topic","path":"/topics/github/","url":"https://newruntime.com/topics/github/","title":"Github","reason":"Explore the github topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/github.md","json_url":"https://newruntime.com/topics/github.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}