René's URL Explorer Experiment

Title: GitHub - lzrobots/DeepEmbeddingModel_ZSL: Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning · GitHub

Open Graph Title: GitHub - lzrobots/DeepEmbeddingModel_ZSL: Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning

X Title: GitHub - lzrobots/DeepEmbeddingModel_ZSL: Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning

Description: Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning - lzrobots/DeepEmbeddingModel_ZSL

Open Graph Description: Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning - lzrobots/DeepEmbeddingModel_ZSL

X Description: Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning - lzrobots/DeepEmbeddingModel_ZSL

Opengraph URL: https://github.com/lzrobots/DeepEmbeddingModel_ZSL

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:9d859352-1932-ba0c-5dbc-7a8d0732538d
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	E9E4:2F7044:2090F8A:2B6BCA1:6A5D679D
html-safe-nonce	bbb420b37eb44021fa3e53f5e34fdabcea2f742605c9af92477f01337698cf41
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFOUU0OjJGNzA0NDoyMDkwRjhBOjJCNkJDQTE6NkE1RDY3OUQiLCJ2aXNpdG9yX2lkIjoiNDI0MzI1MzQxMzM0NDUzNjQ3NyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	986fac2b1134e7646021fc495d3cd9c0def7443836b47eaf894e828876e63bf8
hovercard-subject-tag	repository:119437301
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/lzrobots/DeepEmbeddingModel_ZSL
twitter:image	https://opengraph.githubassets.com/375b25638ad57b5dcaa4bad8cbbcd2e6d77a8c1c4edb6b1e3d3fbbb2d8aafc5b/lzrobots/DeepEmbeddingModel_ZSL
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/375b25638ad57b5dcaa4bad8cbbcd2e6d77a8c1c4edb6b1e3d3fbbb2d8aafc5b/lzrobots/DeepEmbeddingModel_ZSL
og:image:alt	Tensorflow code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot Learning - lzrobots/DeepEmbeddingModel_ZSL
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-control	no-cache
go-import	github.com/lzrobots/DeepEmbeddingModel_ZSL git https://github.com/lzrobots/DeepEmbeddingModel_ZSL.git
octolytics-dimension-user_id	17752039
octolytics-dimension-user_login	lzrobots
octolytics-dimension-repository_id	119437301
octolytics-dimension-repository_nwo	lzrobots/DeepEmbeddingModel_ZSL
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	119437301
octolytics-dimension-repository_network_root_nwo	lzrobots/DeepEmbeddingModel_ZSL
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	9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Flzrobots%2FDeepEmbeddingModel_ZSL
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
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
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	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
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://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%2Flzrobots%2FDeepEmbeddingModel_ZSL
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=lzrobots%2FDeepEmbeddingModel_ZSL
Reload	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Reload	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Reload	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
lzrobots	https://github.com/lzrobots
DeepEmbeddingModel_ZSL	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Notifications	https://github.com/login?return_to=%2Flzrobots%2FDeepEmbeddingModel_ZSL
Fork 44	https://github.com/login?return_to=%2Flzrobots%2FDeepEmbeddingModel_ZSL
Star 185	https://github.com/login?return_to=%2Flzrobots%2FDeepEmbeddingModel_ZSL
Code	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Issues 2	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/issues
Pull requests 0	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/pulls
Actions	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/actions
Projects	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/projects
Security and quality 0	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/security
Insights	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/pulse
Code	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Issues	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/issues
Pull requests	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/pulls
Actions	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/actions
Projects	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/projects
Security and quality	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/security
Insights	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/pulse
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Branches	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/branches
Tags	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/tags
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/branches
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/tags
56 Commits	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/commits/master/
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/commits/master/
AwA1_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA1_GBU.py
AwA1_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA1_GBU.py
AwA2_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA2_GBU.py
AwA2_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA2_GBU.py
AwA_attribute.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA_attribute.py
AwA_attribute.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA_attribute.py
AwA_fusion.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA_fusion.py
AwA_fusion.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA_fusion.py
AwA_wordvector.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA_wordvector.py
AwA_wordvector.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/AwA_wordvector.py
CUB1_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/CUB1_GBU.py
CUB1_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/CUB1_GBU.py
CUB_attribute.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/CUB_attribute.py
CUB_attribute.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/CUB_attribute.py
README.md	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/README.md
README.md	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/README.md
SUN_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/SUN_GBU.py
SUN_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/SUN_GBU.py
aPY_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/aPY_GBU.py
aPY_GBU.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/aPY_GBU.py
kNN.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/kNN.py
kNN.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/kNN.py
kNN_cosine.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/kNN_cosine.py
kNN_cosine.py	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/blob/master/kNN_cosine.py
README	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#deepembeddingmodel_zsl
Learning a Deep Embedding Model for Zero-Shot Learning	https://arxiv.org/abs/1611.05088
Li Zhang	http://www.robots.ox.ac.uk/~lz/
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#requirement
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#data
here	http://www.robots.ox.ac.uk/~lz/DEM_cvpr2017/data.zip
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#run
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#gbu-setting
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#pytorch-implementation
DeepEmbeddingModel_ZSL-Pytorch	https://github.com/dragen1860/DeepEmbeddingModel_ZSL-Pytorch
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#citing
	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#references
Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly	https://arxiv.org/abs/1707.00600
Attribute-Based Classification forZero-Shot Visual Object Categorization	https://cvml.ist.ac.at/papers/lampert-pami2013.pdf
Zero-Shot Learning by Convex Combination of Semantic Embeddings	https://arxiv.org/abs/1312.5650
Zero-Shot Learning via Semantic Similarity Embedding	https://arxiv.org/abs/1509.04767
DeViSE: A Deep Visual-Semantic Embedding Model	http://papers.nips.cc/paper/5204-devise-a-deep-visual-semantic-embedding-model.pdf
Evaluation of Output Embeddings for Fine-Grained Image Classification	https://arxiv.org/abs/1409.8403
Latent Embeddings for Zero-shot Classification	https://arxiv.org/abs/1603.08895
An embarrassingly simple approach to zero-shot learning	http://proceedings.mlr.press/v37/romera-paredes15.pdf
Label-Embedding for Image Classification	https://arxiv.org/abs/1503.08677
Synthesized Classifiers for Zero-Shot Learning	https://arxiv.org/abs/1603.00550
Semantic Autoencoder for Zero-Shot Learning	https://arxiv.org/abs/1704.08345
Readme	https://github.com/lzrobots/DeepEmbeddingModel_ZSL#readme-ov-file
Please reload this page	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Activity	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/activity
44 forks	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Flzrobots%2FDeepEmbeddingModel_ZSL&report=lzrobots+%28user%29
Releases	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/releases
Packages 0	https://github.com/users/lzrobots/packages?repo_name=DeepEmbeddingModel_ZSL
Please reload this page	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Contributors	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/graphs/contributors
Please reload this page	https://github.com/lzrobots/DeepEmbeddingModel_ZSL
Python 100.0%	https://github.com/lzrobots/DeepEmbeddingModel_ZSL/search?l=python
	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

Viewport: width=device-width

URLs of crawlers that visited me.