Metric Compatible Training for Online Backfilling in Large-Scale Retrieval

Seonguk Seo, Mustafa Gokhan Uzunbas, Bohyung Han +2

Backfilling is the process of re-extracting all gallery embeddings from upgraded models in image retrieval systems. It inevitably requires a prohibitively large amount of computati…