/explain-cl

Visualizing and Understanding Contrastive Learning, TIP 2023

Primary LanguagePython

Visualizing and Understanding Contrastive Learning

Visualizing and Understanding Contrastive Learning, TIP 2023, arXiv

Running from Goolge Colab or Using the Web Interface Demo

Google Colab Open In Colab

Gradio web-demo Hugging Face Spaces

Running Locally

Please clone this repo. Pretrained Models can be downloaded from the links below, and should be placed in pretrained_models/model_name

Model Link
SimCLR (1x) link
SimCLR (2x) link
SimSiam link
Barlow Twins link

To run the methods, please use xai.ipynb