Learning Compatible Embeddings

1 code implementation • ICCV 2021 • Qiang Meng, Chixiang Zhang, Xiaoqiang Xu, Feng Zhou

Achieving backward compatibility when rolling out new models can highly reduce costs or even bypass feature re-encoding of existing gallery images for in-production visual retrieval systems.

Knowledge Distillation Retrieval