List of tutorials¶
Text tutorial¶
Answer on cloud provider’s frequently asked questions with similarity learning.
Image tutorial¶
Search for similar cars in novel categories.
Cache tutorial¶
Boost the fine-tuning speed.
Head Layers¶
Skip Connection - hot start for pre-trained models fine-tuning.
Embedding Confidence¶
Embedding Confidence - how do I know that the model is sure about the output vector?
Vector Collapse¶
Vector Space Collapse Prevention - a simple yet effective trick to prevent vector space collapsing in Triplet Loss
