René's URL Explorer Experiment


Title: GitHub - PerceptionComputingLab/ATFM: [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

Open Graph Title: GitHub - PerceptionComputingLab/ATFM: [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

X Title: GitHub - PerceptionComputingLab/ATFM: [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

Description: [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation - PerceptionComputingLab/ATFM

Open Graph Description: [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation - PerceptionComputingLab/ATFM

X Description: [AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation - PerceptionComputingLab/ATFM

Opengraph URL: https://github.com/PerceptionComputingLab/ATFM

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:1f66a43b-1dd6-1fec-e0ec-56365af33f50
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE2D8:345E4:28A8901:3659943:697C542C
html-safe-nonce13db69c0f28b8bd508691c09637aee2c36891fa8654968353c5493834e0552a4
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMkQ4OjM0NUU0OjI4QTg5MDE6MzY1OTk0Mzo2OTdDNTQyQyIsInZpc2l0b3JfaWQiOiI4NDk2MTQ3NzQ2NTY5MDgxOTAwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac083dd687123317d838cf21fa3af4755cac761b0d0ba9348ed3579973e63b0462
hovercard-subject-tagrepository:1092371345
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/PerceptionComputingLab/ATFM
twitter:imagehttps://opengraph.githubassets.com/218fbc89776cff8cd10af923a92079b4313dbef0b6cc0b0917ef7967481fe23c/PerceptionComputingLab/ATFM
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/218fbc89776cff8cd10af923a92079b4313dbef0b6cc0b0917ef7967481fe23c/PerceptionComputingLab/ATFM
og:image:alt[AAAI-26 Oral] Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation - PerceptionComputingLab/ATFM
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneda4f0ee56809799586f8ee546b27f94fe9b5893edfbf87732e82be45be013b52
turbo-cache-controlno-preview
go-importgithub.com/PerceptionComputingLab/ATFM git https://github.com/PerceptionComputingLab/ATFM.git
octolytics-dimension-user_id91947450
octolytics-dimension-user_loginPerceptionComputingLab
octolytics-dimension-repository_id1092371345
octolytics-dimension-repository_nwoPerceptionComputingLab/ATFM
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1092371345
octolytics-dimension-repository_network_root_nwoPerceptionComputingLab/ATFM
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release787d8d274e314f52ce6d846c7581f9476d8dc736
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/PerceptionComputingLab/ATFM#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FPerceptionComputingLab%2FATFM
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FPerceptionComputingLab%2FATFM
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=PerceptionComputingLab%2FATFM
Reloadhttps://github.com/PerceptionComputingLab/ATFM
Reloadhttps://github.com/PerceptionComputingLab/ATFM
Reloadhttps://github.com/PerceptionComputingLab/ATFM
PerceptionComputingLab https://github.com/PerceptionComputingLab
ATFMhttps://github.com/PerceptionComputingLab/ATFM
Notifications https://github.com/login?return_to=%2FPerceptionComputingLab%2FATFM
Fork 0 https://github.com/login?return_to=%2FPerceptionComputingLab%2FATFM
Star 11 https://github.com/login?return_to=%2FPerceptionComputingLab%2FATFM
11 stars https://github.com/PerceptionComputingLab/ATFM/stargazers
0 forks https://github.com/PerceptionComputingLab/ATFM/forks
Branches https://github.com/PerceptionComputingLab/ATFM/branches
Tags https://github.com/PerceptionComputingLab/ATFM/tags
Activity https://github.com/PerceptionComputingLab/ATFM/activity
Star https://github.com/login?return_to=%2FPerceptionComputingLab%2FATFM
Notifications https://github.com/login?return_to=%2FPerceptionComputingLab%2FATFM
Code https://github.com/PerceptionComputingLab/ATFM
Issues 0 https://github.com/PerceptionComputingLab/ATFM/issues
Pull requests 0 https://github.com/PerceptionComputingLab/ATFM/pulls
Actions https://github.com/PerceptionComputingLab/ATFM/actions
Projects 0 https://github.com/PerceptionComputingLab/ATFM/projects
Security 0 https://github.com/PerceptionComputingLab/ATFM/security
Insights https://github.com/PerceptionComputingLab/ATFM/pulse
Code https://github.com/PerceptionComputingLab/ATFM
Issues https://github.com/PerceptionComputingLab/ATFM/issues
Pull requests https://github.com/PerceptionComputingLab/ATFM/pulls
Actions https://github.com/PerceptionComputingLab/ATFM/actions
Projects https://github.com/PerceptionComputingLab/ATFM/projects
Security https://github.com/PerceptionComputingLab/ATFM/security
Insights https://github.com/PerceptionComputingLab/ATFM/pulse
Brancheshttps://github.com/PerceptionComputingLab/ATFM/branches
Tagshttps://github.com/PerceptionComputingLab/ATFM/tags
https://github.com/PerceptionComputingLab/ATFM/branches
https://github.com/PerceptionComputingLab/ATFM/tags
16 Commitshttps://github.com/PerceptionComputingLab/ATFM/commits/main/
https://github.com/PerceptionComputingLab/ATFM/commits/main/
datasetshttps://github.com/PerceptionComputingLab/ATFM/tree/main/datasets
datasetshttps://github.com/PerceptionComputingLab/ATFM/tree/main/datasets
fighttps://github.com/PerceptionComputingLab/ATFM/tree/main/fig
fighttps://github.com/PerceptionComputingLab/ATFM/tree/main/fig
modelshttps://github.com/PerceptionComputingLab/ATFM/tree/main/models
modelshttps://github.com/PerceptionComputingLab/ATFM/tree/main/models
utilshttps://github.com/PerceptionComputingLab/ATFM/tree/main/utils
utilshttps://github.com/PerceptionComputingLab/ATFM/tree/main/utils
dataloaders.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/dataloaders.py
dataloaders.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/dataloaders.py
flows.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/flows.py
flows.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/flows.py
inference_LIDC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/inference_LIDC.py
inference_LIDC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/inference_LIDC.py
metadata_manager.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/metadata_manager.py
metadata_manager.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/metadata_manager.py
metrics.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/metrics.py
metrics.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/metrics.py
readme.mdhttps://github.com/PerceptionComputingLab/ATFM/blob/main/readme.md
readme.mdhttps://github.com/PerceptionComputingLab/ATFM/blob/main/readme.md
requirement.txthttps://github.com/PerceptionComputingLab/ATFM/blob/main/requirement.txt
requirement.txthttps://github.com/PerceptionComputingLab/ATFM/blob/main/requirement.txt
test_prior_ISIC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/test_prior_ISIC.py
test_prior_ISIC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/test_prior_ISIC.py
test_prior_LIDC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/test_prior_LIDC.py
test_prior_LIDC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/test_prior_LIDC.py
train_GTR.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/train_GTR.py
train_GTR.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/train_GTR.py
train_prior_ISIC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/train_prior_ISIC.py
train_prior_ISIC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/train_prior_ISIC.py
train_prior_LIDC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/train_prior_LIDC.py
train_prior_LIDC.pyhttps://github.com/PerceptionComputingLab/ATFM/blob/main/train_prior_LIDC.py
READMEhttps://github.com/PerceptionComputingLab/ATFM
https://github.com/PerceptionComputingLab/ATFM#atfm
https://github.com/PerceptionComputingLab/ATFM#introduction
https://github.com/PerceptionComputingLab/ATFM/blob/main/fig/main.png
https://github.com/PerceptionComputingLab/ATFM#requirements
https://github.com/PerceptionComputingLab/ATFM#dataset
LIDC Datasethttps://drive.google.com/drive/folders/1xKfKCQo8qa6SAr3u7qWNtQjIphIrvmd5
ISIC Subsethttps://drive.google.com/file/d/1m7FdNldGqGyqw2L9GX8HDrHDId3kExtH/view?usp=sharing
https://github.com/PerceptionComputingLab/ATFM#training-procudure
https://github.com/PerceptionComputingLab/ATFM#testing-procedure
https://github.com/PerceptionComputingLab/ATFM/blob/main/fig/pred.png
https://github.com/PerceptionComputingLab/ATFM/blob/main/fig/pred1.png
https://github.com/PerceptionComputingLab/ATFM#acknowledgements
@killanzepfhttps://github.com/kilianzepf/conditioned_uncertain_segmentation
@aleksandrinvictorhttps://github.com/aleksandrinvictor/flow-matching
@Stefan Knegthttps://github.com/stefanknegt/Probabilistic-Unet-Pytorch
https://github.com/PerceptionComputingLab/ATFM#citations
Readme https://github.com/PerceptionComputingLab/ATFM#readme-ov-file
Please reload this pagehttps://github.com/PerceptionComputingLab/ATFM
Activityhttps://github.com/PerceptionComputingLab/ATFM/activity
Custom propertieshttps://github.com/PerceptionComputingLab/ATFM/custom-properties
11 starshttps://github.com/PerceptionComputingLab/ATFM/stargazers
0 watchinghttps://github.com/PerceptionComputingLab/ATFM/watchers
0 forkshttps://github.com/PerceptionComputingLab/ATFM/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FPerceptionComputingLab%2FATFM&report=PerceptionComputingLab+%28user%29
Releaseshttps://github.com/PerceptionComputingLab/ATFM/releases
Packages 0https://github.com/orgs/PerceptionComputingLab/packages?repo_name=ATFM
Python 100.0% https://github.com/PerceptionComputingLab/ATFM/search?l=python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.