| react-profiling | 0 |
| react-import-map | react,react-dom,react-dom/client,react-dom/profiling,react-is,react-reconciler,react/compiler-runtime,react/jsx-dev-runtime,react/jsx-runtime,scheduler@d5750093facf |
| route-pattern | /:user_id/:repository |
| route-controller | files |
| route-action | disambiguate |
| fetch-nonce | v2:62638abe-266f-8bdd-9619-ab7d730fb28e |
| current-catalog-service-hash | f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb |
| request-id | CB0A:1085A1:1283728:181AFE0:6AED6917 |
| html-safe-nonce | 2f117032ec705f9c4c5e2d5b35608bbb99a8eaaf52dbcfe47e7530fcc36e66ce |
| visitor-payload | eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDQjBBOjEwODVBMToxMjgzNzI4OjE4MUFGRTA6NkFFRDY5MTciLCJ2aXNpdG9yX2lkIjoiNDUwODcwMTg2OTkyMzQ2MTM5OSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9 |
| visitor-hmac | 493b5a61233e6849a776689dbcf197202f0279f6efe639836b968564f47e9d3f |
| hovercard-subject-tag | repository:699727627 |
| github-keyboard-shortcuts | repository,copilot |
| google-site-verification | Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I |
| octolytics-url | https://collector.github.com/github/collect |
| analytics-location | // |
| fb:app_id | 1401488693436528 |
| apple-itunes-app | app-id=1477376905, app-argument=https://github.com/cure-lab/PnPInversion |
| twitter:image | https://opengraph.githubassets.com/4aa49e706677478f4bbd59a9495ba4e600f1a63f5444cb52be84851ef4191e27/cure-lab/PnPInversion |
| twitter:card | summary_large_image |
| og:image | https://opengraph.githubassets.com/4aa49e706677478f4bbd59a9495ba4e600f1a63f5444cb52be84851ef4191e27/cure-lab/PnPInversion |
| og:image:alt | [ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code" - cure-lab/PnPInversion |
| og:image:width | 1200 |
| og:image:height | 600 |
| og:site_name | GitHub |
| og:type | object |
| hostname | github.com |
| expected-hostname | github.com |
| None | 56fb42677ae87ed3e64410323d67980aa65d0485568a7858f874e7edfc6d1c11 |
| turbo-cache-control | no-cache |
| go-import | github.com/cure-lab/PnPInversion git https://github.com/cure-lab/PnPInversion.git |
| octolytics-dimension-user_id | 89723741 |
| octolytics-dimension-user_login | cure-lab |
| octolytics-dimension-repository_id | 699727627 |
| octolytics-dimension-repository_nwo | cure-lab/PnPInversion |
| octolytics-dimension-repository_public | true |
| octolytics-dimension-repository_is_fork | false |
| octolytics-dimension-repository_network_root_id | 699727627 |
| octolytics-dimension-repository_network_root_nwo | cure-lab/PnPInversion |
| turbo-body-classes | logged-out env-production page-responsive |
| disable-turbo | false |
| browser-stats-url | https://api.github.com/_private/browser/stats |
| browser-errors-url | https://api.github.com/_private/browser/errors |
| release | 9c9a37e2423ed382cf39f70b5aa4b4858b40a3b0 |
| ui-target | full |
| theme-color | #1e2327 |
| color-scheme | light dark |
| Skip to content | https://github.com/cure-lab/PnPInversion#start-of-content |
| https://github.com/ |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcure-lab%2FPnPInversion |
| GitHubRepository hosting, code review, and collaboration | https://github.com/platform |
| CopilotAI coding agent for tasks, projects, and automated work | https://github.com/features/copilot |
| ActionsCI/CD and automation | https://github.com/features/actions |
| Code QualityQuality analysis, fixes, and enforcement | https://github.com/features/code-quality |
| CodespacesCloud development environments | https://github.com/features/codespaces |
| Code SecurityVulnerability detection and remediation | https://github.com/security/advanced-security/code-security |
| Secret ProtectionSecret scanning and leak prevention | https://github.com/security/advanced-security/secret-protection |
| All Features | https://github.com/features |
| Documentation | https://docs.github.com/en |
| Training | https://learn.github.com/skills |
| Certifications | https://learn.github.com/credentials |
| Build with Copilot | https://github.com/features/ai |
| Customize Copilot | https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview |
| Integrations | https://github.com/marketplace |
| Trending repos | https://github.com/trending |
| GitHub Sponsors | https://github.com/open-source/sponsors |
| Developer articles | https://github.com/resources/articles |
| ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place. | https://github.blog/changelog/ |
| Enterprises | https://github.com/enterprise |
| Team | https://github.com/team |
| Startups | https://github.com/enterprise/startups |
| Nonprofits | https://github.com/solutions/industry/nonprofits |
| Healthcare | https://github.com/solutions/industry/healthcare |
| Financial services | https://github.com/solutions/industry/financial-services |
| Manufacturing | https://github.com/solutions/industry/manufacturing |
| Government | https://github.com/solutions/industry/government |
| See all industries | https://github.com/solutions/industry |
| Why GitHub | https://github.com/why-github |
| Customer Stories | https://github.com/customer-stories |
| Business insights | https://github.com/solutions/executive-insights |
| Trust Center | https://github.com/trust-center |
| GitHub Advanced SecurityEnterprise-grade code security | https://github.com/security/advanced-security |
| Copilot for businessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/enterprise/premium-support |
| Documentation | https://docs.github.com/en |
| Resource center | https://github.com/resources |
| Blog | https://github.blog/ |
| Events & webinars | https://github.com/resources/events |
| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
| Customer support | https://help.github.com/ |
| Training | https://learn.github.com/skills |
| GitHub Status | https://www.githubstatus.com/ |
| About | https://github.com/about |
| Partners | https://github.com/partners |
| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
| Pricing | https://github.com/pricing |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fcure-lab%2FPnPInversion |
| Sign up | https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=cure-lab%2FPnPInversion |
| Reload | https://github.com/cure-lab/PnPInversion |
| Reload | https://github.com/cure-lab/PnPInversion |
| Reload | https://github.com/cure-lab/PnPInversion |
| cure-lab | https://github.com/cure-lab |
| PnPInversion | https://github.com/cure-lab/PnPInversion |
| Code | https://github.com/cure-lab/PnPInversion |
| Issues14 (14) | https://github.com/cure-lab/PnPInversion/issues |
| Pull requests | https://github.com/cure-lab/PnPInversion/pulls |
| Actions | https://github.com/cure-lab/PnPInversion/actions |
| Projects | https://github.com/cure-lab/PnPInversion/projects |
| Security and quality | https://github.com/cure-lab/PnPInversion/security |
| Insights | https://github.com/cure-lab/PnPInversion/pulse |
| https://github.com/cure-lab/PnPInversion |
| PnPInversion | https://github.com/cure-lab/PnPInversion |
| Notifications | https://github.com/login?return_to=%2Fcure-lab%2FPnPInversion |
| Fork22 (22) | https://github.com/login?return_to=%2Fcure-lab%2FPnPInversion |
| Star414 (414) | https://github.com/login?return_to=%2Fcure-lab%2FPnPInversion |
| deep-learning | https://github.com/topics/deep-learning |
| diffusion-inversion | https://github.com/topics/diffusion-inversion |
| diffusion-model | https://github.com/topics/diffusion-model |
| diffusion-models | https://github.com/topics/diffusion-models |
| iclr2024 | https://github.com/topics/iclr2024 |
| image-editing | https://github.com/topics/image-editing |
| image-generation | https://github.com/topics/image-generation |
| paper-implementation | https://github.com/topics/paper-implementation |
| paper-implementations | https://github.com/topics/paper-implementations |
| pytorch | https://github.com/topics/pytorch |
| Readme | https://github.com/cure-lab/PnPInversion#readme-ov-file |
| Activity | https://github.com/cure-lab/PnPInversion/activity |
| Custom properties | https://github.com/cure-lab/PnPInversion/custom-properties |
| 22 forks | https://github.com/cure-lab/PnPInversion/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcure-lab%2FPnPInversion&report=cure-lab+%28user%29 |
| Branches | https://github.com/cure-lab/PnPInversion/branches |
| Tags | https://github.com/cure-lab/PnPInversion/tags |
| https://github.com/cure-lab/PnPInversion/branches |
| https://github.com/cure-lab/PnPInversion/tags |
| 11 Commits | https://github.com/cure-lab/PnPInversion/commits/main/ |
| https://github.com/cure-lab/PnPInversion/commits/main/ |
| environment | https://github.com/cure-lab/PnPInversion/tree/main/environment |
| environment | https://github.com/cure-lab/PnPInversion/tree/main/environment |
| evaluation | https://github.com/cure-lab/PnPInversion/tree/main/evaluation |
| evaluation | https://github.com/cure-lab/PnPInversion/tree/main/evaluation |
| models | https://github.com/cure-lab/PnPInversion/tree/main/models |
| models | https://github.com/cure-lab/PnPInversion/tree/main/models |
| scripts | https://github.com/cure-lab/PnPInversion/tree/main/scripts |
| scripts | https://github.com/cure-lab/PnPInversion/tree/main/scripts |
| utils | https://github.com/cure-lab/PnPInversion/tree/main/utils |
| utils | https://github.com/cure-lab/PnPInversion/tree/main/utils |
| .gitignore | https://github.com/cure-lab/PnPInversion/blob/main/.gitignore |
| .gitignore | https://github.com/cure-lab/PnPInversion/blob/main/.gitignore |
| README.md | https://github.com/cure-lab/PnPInversion/blob/main/README.md |
| README.md | https://github.com/cure-lab/PnPInversion/blob/main/README.md |
| run_editing_blended_latent_diffusion.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_blended_latent_diffusion.py |
| run_editing_blended_latent_diffusion.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_blended_latent_diffusion.py |
| run_editing_edict.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_edict.py |
| run_editing_edict.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_edict.py |
| run_editing_edit_friendly_p2p.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_edit_friendly_p2p.py |
| run_editing_edit_friendly_p2p.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_edit_friendly_p2p.py |
| run_editing_instructdiffusion.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_instructdiffusion.py |
| run_editing_instructdiffusion.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_instructdiffusion.py |
| run_editing_instructpix2pix.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_instructpix2pix.py |
| run_editing_instructpix2pix.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_instructpix2pix.py |
| run_editing_masactrl.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_masactrl.py |
| run_editing_masactrl.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_masactrl.py |
| run_editing_p2p.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_p2p.py |
| run_editing_p2p.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_p2p.py |
| run_editing_p2p_one_image.ipynb | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_p2p_one_image.ipynb |
| run_editing_p2p_one_image.ipynb | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_p2p_one_image.ipynb |
| run_editing_p2p_one_image.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_p2p_one_image.py |
| run_editing_p2p_one_image.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_p2p_one_image.py |
| run_editing_pix2pix_zero.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_pix2pix_zero.py |
| run_editing_pix2pix_zero.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_pix2pix_zero.py |
| run_editing_pnp.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_pnp.py |
| run_editing_pnp.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_pnp.py |
| run_editing_stylediffusion.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_stylediffusion.py |
| run_editing_stylediffusion.py | https://github.com/cure-lab/PnPInversion/blob/main/run_editing_stylediffusion.py |
| README | https://github.com/cure-lab/PnPInversion |
| https://github.com/cure-lab/PnPInversion#pnpinversion |
| Xuan Ju | https://github.com/juxuan27 |
| Ailing Zeng | https://ailingzeng.site/ |
| Yuxuan Bian | https://github.com/TreastBean |
| Shaoteng Liu | https://www.shaotengliu.com/ |
| Qiang Xu | https://cure-lab.github.io/ |
| Project Page | https://cure-lab.github.io/PnPInversion/ |
| Arxiv | https://arxiv.org/abs/2310.01506 |
| Readpaper | https://readpaper.com/paper/4807149696887816193 |
| Benchmark | https://forms.gle/hVMkTABb4uvZVjme9 |
| Code | https://github.com/cure-lab/DirectInversion |
| Video | https://drive.google.com/file/d/1HGr4ETPa7w-08KKOMhfxhngzQ9Y9Nj4H/view |
| Method Overview | https://github.com/cure-lab/PnPInversion#method-overview |
| Getting Started | https://github.com/cure-lab/PnPInversion#getting-started |
| Environment Requirement | https://github.com/cure-lab/PnPInversion#environment-requirement |
| Benchmark Download | https://github.com/cure-lab/PnPInversion#benchmark-download |
| Running Scripts | https://github.com/cure-lab/PnPInversion#running-scripts |
| Inference | https://github.com/cure-lab/PnPInversion#inference |
| Evaluation | https://github.com/cure-lab/PnPInversion#evaluation |
| Quantitative Results | https://github.com/cure-lab/PnPInversion#quantitative-results |
| Qualitative Results | https://github.com/cure-lab/PnPInversion#qualitative-results |
| Cite Us | https://github.com/cure-lab/PnPInversion#cite-us |
| Acknowledgement | https://github.com/cure-lab/PnPInversion#acknowledgement |
| https://github.com/cure-lab/PnPInversion#️-method-overview |
| https://github.com/cure-lab/PnPInversion/blob/main/scripts/outline.png |
| https://github.com/cure-lab/PnPInversion/blob/main/scripts/code_sample.png |
| https://github.com/cure-lab/PnPInversion#-getting-started |
| https://github.com/cure-lab/PnPInversion#environment-requirement- |
| https://github.com/cure-lab/PnPInversion#benchmark-download-️ |
| here | https://forms.gle/hVMkTABb4uvZVjme9 |
| TI2I benchmark | https://pnp-diffusion.github.io/ |
| https://github.com/cure-lab/PnPInversion#-running-scripts |
| https://github.com/cure-lab/PnPInversion#inference- |
| https://github.com/cure-lab/PnPInversion#evaluation- |
| here | https://drive.google.com/drive/folders/1hy8QTiaOZllKmwn6-vwWmHOpRP3uX-Ji?usp=sharing |
| https://github.com/cure-lab/PnPInversion#-quantitative-results |
| https://github.com/cure-lab/PnPInversion/blob/main/scripts/compare_direct_inversion_with_other_inversion_techniques.png |
| https://github.com/cure-lab/PnPInversion#-qualitative-results |
| https://github.com/cure-lab/PnPInversion/blob/main/scripts/vis_2.png |
| https://github.com/cure-lab/PnPInversion/blob/main/scripts/vis_1.png |
| https://github.com/cure-lab/PnPInversion#-cite-us |
| https://github.com/cure-lab/PnPInversion#-acknowledgement |
| prompt-to-prompt | https://github.com/google/prompt-to-prompt |
| StyleDiffusion | https://github.com/sen-mao/StyleDiffusion |
| MasaCtrl | https://github.com/TencentARC/MasaCtrl |
| pix2pix-zero | https://github.com/pix2pixzero/pix2pix-zero |
| Plug-and-Play | https://github.com/MichalGeyer/plug-and-play |
| Edit Friendly DDPM Noise Space | https://github.com/inbarhub/DDPM_inversion |
| Blended Latent Diffusion | https://github.com/omriav/blended-latent-diffusion |
| Proximal Guidance | https://github.com/phymhan/prompt-to-prompt |
| InstructPix2Pix | https://github.com/timothybrooks/instruct-pix2pix |
| deep-learning | https://github.com/topics/deep-learning |
| diffusion-inversion | https://github.com/topics/diffusion-inversion |
| diffusion-model | https://github.com/topics/diffusion-model |
| diffusion-models | https://github.com/topics/diffusion-models |
| iclr2024 | https://github.com/topics/iclr2024 |
| image-editing | https://github.com/topics/image-editing |
| image-generation | https://github.com/topics/image-generation |
| paper-implementation | https://github.com/topics/paper-implementation |
| paper-implementations | https://github.com/topics/paper-implementations |
| pytorch | https://github.com/topics/pytorch |
| Readme | https://github.com/cure-lab/PnPInversion#readme-ov-file |
| Activity | https://github.com/cure-lab/PnPInversion/activity |
| Custom properties | https://github.com/cure-lab/PnPInversion/custom-properties |
| 22 forks | https://github.com/cure-lab/PnPInversion/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fcure-lab%2FPnPInversion&report=cure-lab+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |