ZL

2 records found

Finding the Needle in the Pre-Trained Model Zoo

The Use of Rich Metadata and Graph Learning to Estimate Task Transferability

The democratization of machine learning through public repositories, often known as model zoos, has significantly increased the availability of pre-trained models for practitioners. However, this abundance can make it difficult to choose the most suitable pre-trained model for fi ...

Enriching Machine Learning Model Metadata

Collecting performance metadata through automatic evaluation

As the sharing of machine learning (ML) models has increased in popularity, more so-called model zoos are created. These repositories facilitate the sharing of models and their metadata, and other people to find and re-use an existing model. However, the metadata provided for mod ...