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