Topic: "vicreg"
vturrisi/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
Language: Python - Size: 5.04 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 1,485 - Forks: 190
theolepage/sslsv
Framework for training and evaluating self-supervised learning methods for speaker verification.
Language: Python - Size: 10.6 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 22 - Forks: 6
atiaisaac/VICReg_TF
This a tensorflow implementation of VICReg - a self-supervised learning architecture that prevents collapse in an intuitive manner using a loss function that 1. maintains the variance of each embedding over a batch above a threshold and 2. decorrelating pairs of embeddings over a batch and attracting them to 0. Training was done using TPU on colab
Language: Jupyter Notebook - Size: 85.2 MB - Last synced at: 7 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0
yumibriones/HPL-Modified
Modifications to the Histomorphological Phenotype Learning pipeline.
Language: Jupyter Notebook - Size: 26.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
JStyborski/SSL_Sandbox
SSL Sandbox: Modular SSL Models
Language: Python - Size: 1000 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
markpesic/VicReg
A VIcReg Implementation in pytorch
Language: Python - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
