Data Selection Through Iterative Self-Filtering for Vision-Language Settings

Andrei Liviu Nicolicioiu, Sarvjeet Singh Ghotra, Morgane M. Moss +1

The availability of large amounts of clean data is paramount to training neural networks. However, at large scales, manual oversight is impractical, resulting in sizeable datasets…