2023-03-16 Meeting #33

Report: https://delicate-iberis-ba0.notion.site/E-U-pairing-f5370bff52d544ae8e150dceee7efaba

 

embedding_size = 1700 -> MLP -> 128

PCA t-SNE

 

Sample mining

https://github.com/KevinMusgrave/pytorch-metric-learning

 

https://towardsdatascience.com/additive-margin-softmax-loss-am-softmax-912e11ce1c6b

Additive Margin Softmax Loss (AM-Softmax)

 

 

https://kevinmusgrave.github.io/pytorch-metric-learning/losses/

 

image-20230316173517264

image-20230316173408909

 

image-20230316174157060

 

 

image-20230316180231568

image-20230316180208234