szq0214 / un-mix Goto Github PK
View Code? Open in Web Editor NEWUn-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
Hello!
I wonder how the image after mixup will be used?
As positive samples or negative ones?
Thank you!
Because SWAV is not the same as MOCO, I sincerely want to know how to design the L_M Loss with SWAV
Hello, I'm very interested in your work. I want to know L_M loss, can you tell me the calculation method ?
Hi,thanks for your excellent work~
Can you provide the code combined with SimCLR?
Which conference received your paper?
Thanks for your nice work.
Could you please provide full code base for training and test on any method (Moco or BYOL or SimCLR)?
Hi, thank you very much for your work showing the good properties exhibited by the use of mix in self-supervision learning. I try to reproduce your idea in BYOL, but I have some confusions: 1. In case of self-mixtures, is it better to use mix images in momentum branches or branches with gradient updates? If you have results for 200 epochs would be much appreciated. Thanks again for your work!
I just come to show my admiration.
I find this project accidentally and I think it is very elegant and kinda under-estimated. Coincidentally, I used a similar idea in class-incremental learning and told a story, but I still like your expression more.
I really hope one day I can work with you! Maybe just hope...
Hi All, we just added a demo of UnMix in the repo for your quick trial. Please check it out!!
Also, please feel free to let me know if you have any questions or comments.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.