Transferability Estimation using Bhattacharyya Class Separability
Transferability Estimation using Bhattacharyya Class Separability
Transfer learning has become a popular method for leveraging pre-trained models in computer vision. However, without performing computationally expensive fine-tuning, it is difficult to quantify which pre-trained source models are suitable for a specific target task, or, conversely, to which tasks a pre-trained source model can be easily adapted to. …