René's URL Explorer Experiment


Title: GitHub - UCDvision/CGC: Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning

Open Graph Title: GitHub - UCDvision/CGC: Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning

X Title: GitHub - UCDvision/CGC: Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning

Description: Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning - UCDvision/CGC

Open Graph Description: Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning - UCDvision/CGC

X Description: Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning - UCDvision/CGC

Opengraph URL: https://github.com/UCDvision/CGC

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:918e0a41-e9eb-25e6-9748-a1a0d5ed03a2
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA9B6:322B2F:36E24:478EC:698D5214
html-safe-nonceb68b74c70c3cb280af0cb7692ab2791999e779891ece1a49eb0e5689079bcd4d
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBOUI2OjMyMkIyRjozNkUyNDo0NzhFQzo2OThENTIxNCIsInZpc2l0b3JfaWQiOiI4MTU5MDg1Njc5NjE3MDY5NTg4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac8d90384eae49772b4efee5bb5ab1dfa02529c4ccfa697a2179f09b254ebaa151
hovercard-subject-tagrepository:475240959
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/UCDvision/CGC
twitter:imagehttps://repository-images.githubusercontent.com/475240959/05bf457f-ddf1-47e1-ab8c-e7b1826bf3d9
twitter:cardsummary_large_image
og:imagehttps://repository-images.githubusercontent.com/475240959/05bf457f-ddf1-47e1-ab8c-e7b1826bf3d9
og:image:altOfficial PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning - UCDvision/CGC
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec0818105fa276287e9369cfdefa0a0fa7953719791ceff9b94d69623c0a4fe8a
turbo-cache-controlno-preview
go-importgithub.com/UCDvision/CGC git https://github.com/UCDvision/CGC.git
octolytics-dimension-user_id93240546
octolytics-dimension-user_loginUCDvision
octolytics-dimension-repository_id475240959
octolytics-dimension-repository_nwoUCDvision/CGC
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id475240959
octolytics-dimension-repository_network_root_nwoUCDvision/CGC
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
releasea95a17cc440c14d4fcddc0641bc1136fa8d908f0
ui-targetcanary-2
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/UCDvision/CGC#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FUCDvision%2FCGC
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FUCDvision%2FCGC
Sign up https://patch-diff.githubusercontent.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=UCDvision%2FCGC
Reloadhttps://patch-diff.githubusercontent.com/UCDvision/CGC
Reloadhttps://patch-diff.githubusercontent.com/UCDvision/CGC
Reloadhttps://patch-diff.githubusercontent.com/UCDvision/CGC
UCDvision https://patch-diff.githubusercontent.com/UCDvision
CGChttps://patch-diff.githubusercontent.com/UCDvision/CGC
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FUCDvision%2FCGC
Fork 1 https://patch-diff.githubusercontent.com/login?return_to=%2FUCDvision%2FCGC
Star 18 https://patch-diff.githubusercontent.com/login?return_to=%2FUCDvision%2FCGC
MIT license https://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/LICENSE
18 stars https://patch-diff.githubusercontent.com/UCDvision/CGC/stargazers
1 fork https://patch-diff.githubusercontent.com/UCDvision/CGC/forks
Branches https://patch-diff.githubusercontent.com/UCDvision/CGC/branches
Tags https://patch-diff.githubusercontent.com/UCDvision/CGC/tags
Activity https://patch-diff.githubusercontent.com/UCDvision/CGC/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FUCDvision%2FCGC
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FUCDvision%2FCGC
Code https://patch-diff.githubusercontent.com/UCDvision/CGC
Issues 1 https://patch-diff.githubusercontent.com/UCDvision/CGC/issues
Pull requests 0 https://patch-diff.githubusercontent.com/UCDvision/CGC/pulls
Actions https://patch-diff.githubusercontent.com/UCDvision/CGC/actions
Projects 0 https://patch-diff.githubusercontent.com/UCDvision/CGC/projects
Security 0 https://patch-diff.githubusercontent.com/UCDvision/CGC/security
Insights https://patch-diff.githubusercontent.com/UCDvision/CGC/pulse
Code https://patch-diff.githubusercontent.com/UCDvision/CGC
Issues https://patch-diff.githubusercontent.com/UCDvision/CGC/issues
Pull requests https://patch-diff.githubusercontent.com/UCDvision/CGC/pulls
Actions https://patch-diff.githubusercontent.com/UCDvision/CGC/actions
Projects https://patch-diff.githubusercontent.com/UCDvision/CGC/projects
Security https://patch-diff.githubusercontent.com/UCDvision/CGC/security
Insights https://patch-diff.githubusercontent.com/UCDvision/CGC/pulse
Brancheshttps://patch-diff.githubusercontent.com/UCDvision/CGC/branches
Tagshttps://patch-diff.githubusercontent.com/UCDvision/CGC/tags
https://patch-diff.githubusercontent.com/UCDvision/CGC/branches
https://patch-diff.githubusercontent.com/UCDvision/CGC/tags
5 Commitshttps://patch-diff.githubusercontent.com/UCDvision/CGC/commits/main/
https://patch-diff.githubusercontent.com/UCDvision/CGC/commits/main/
RISEhttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/RISE
RISEhttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/RISE
TorchRayhttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/TorchRay
TorchRayhttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/TorchRay
datasetshttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/datasets
datasetshttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/datasets
mischttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/misc
mischttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/misc
modelshttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/models
modelshttps://patch-diff.githubusercontent.com/UCDvision/CGC/tree/main/models
LICENSEhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/README.md
baseline_train_eval.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/baseline_train_eval.py
baseline_train_eval.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/baseline_train_eval.py
train_eval_cgc.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/train_eval_cgc.py
train_eval_cgc.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/train_eval_cgc.py
train_eval_gc_l2_no_contrast_baseline.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/train_eval_gc_l2_no_contrast_baseline.py
train_eval_gc_l2_no_contrast_baseline.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/train_eval_gc_l2_no_contrast_baseline.py
train_imagenet_1pc_swav_cgc_unlabeled.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/train_imagenet_1pc_swav_cgc_unlabeled.py
train_imagenet_1pc_swav_cgc_unlabeled.pyhttps://patch-diff.githubusercontent.com/UCDvision/CGC/blob/main/train_imagenet_1pc_swav_cgc_unlabeled.py
READMEhttps://patch-diff.githubusercontent.com/UCDvision/CGC
MIT licensehttps://patch-diff.githubusercontent.com/UCDvision/CGC
https://patch-diff.githubusercontent.com/UCDvision/CGC#consistent-explanations-by-contrastive-learning
Consistent Explanations by Contrastive Learninghttps://arxiv.org/pdf/2110.00527.pdf
https://github.com/UMBCvision/Consistent-Explanations-by-Contrastive-Learning/blob/main/misc/teaser_image.png
https://patch-diff.githubusercontent.com/UCDvision/CGC#bibtex
https://patch-diff.githubusercontent.com/UCDvision/CGC#pre-requisites
PyTorchhttps://pytorch.org/get-started/locally/
https://patch-diff.githubusercontent.com/UCDvision/CGC#datasets
ImageNet - 1Khttps://www.image-net.org/download.php
CUB-200https://vision.cornell.edu/se3/caltech-ucsd-birds-200/
FGVC-Aircrafthttps://www.robots.ox.ac.uk/~vgg/data/fgvc-aircraft/
Stanford Cars-196https://ai.stanford.edu/~jkrause/cars/car_dataset.html
VGG Flowers-102https://www.robots.ox.ac.uk/~vgg/data/flowers/102/
https://patch-diff.githubusercontent.com/UCDvision/CGC#training
https://patch-diff.githubusercontent.com/UCDvision/CGC#train-and-evaluate-a-resnet50-model-on-the-imagenet-dataset-using-our-cgc-loss
https://patch-diff.githubusercontent.com/UCDvision/CGC#train-and-evaluate-a-resnet50-model-on-1pc-labeled-subset-of-imagenet-dataset-and-the-rest-as-unlabeled-dataset-we-initialize-the-model-from-swav
https://github.com/facebookresearch/swavhttps://github.com/facebookresearch/swav
https://patch-diff.githubusercontent.com/UCDvision/CGC#checkpoints
linkhttps://drive.google.com/drive/folders/1n7lFew0CdWuYCpR1kImMt7UC7_vsO5CT?usp=sharing
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluation
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-model-checkpoint-using-content-heatmap-ch-evaluation-metric
TorchRayhttps://github.com/facebookresearch/TorchRay
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-resnet50-models-trained-on-the-full-imagenet-dataset
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-resnet50-models-trained-on-the-cub-200-fine-grained-dataset
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-resnet50-models-trained-from-swav-initialized-models-with-1pc-labeled-subset-of-imagenet-and-rest-as-unlabeled
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-model-checkpoint-using-insertion-auc-iauc-evaluation-metric
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-pre-trained-resnet50-model
https://patch-diff.githubusercontent.com/UCDvision/CGC#evaluate-resnet50-model-trained-using-our-cgc-method
https://patch-diff.githubusercontent.com/UCDvision/CGC#license
deep-learning https://patch-diff.githubusercontent.com/topics/deep-learning
cgc https://patch-diff.githubusercontent.com/topics/cgc
explainable-ai https://patch-diff.githubusercontent.com/topics/explainable-ai
self-supervised-learning https://patch-diff.githubusercontent.com/topics/self-supervised-learning
explainable-models https://patch-diff.githubusercontent.com/topics/explainable-models
contrastive-learning https://patch-diff.githubusercontent.com/topics/contrastive-learning
Readme https://patch-diff.githubusercontent.com/UCDvision/CGC#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/UCDvision/CGC#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/UCDvision/CGC
Activityhttps://patch-diff.githubusercontent.com/UCDvision/CGC/activity
Custom propertieshttps://patch-diff.githubusercontent.com/UCDvision/CGC/custom-properties
18 starshttps://patch-diff.githubusercontent.com/UCDvision/CGC/stargazers
2 watchinghttps://patch-diff.githubusercontent.com/UCDvision/CGC/watchers
1 forkhttps://patch-diff.githubusercontent.com/UCDvision/CGC/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FUCDvision%2FCGC&report=UCDvision+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/UCDvision/CGC/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/UCDvision/packages?repo_name=CGC
Please reload this pagehttps://patch-diff.githubusercontent.com/UCDvision/CGC
Python 99.8% https://patch-diff.githubusercontent.com/UCDvision/CGC/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.