2022
InsCLR: Improving Instance Retrieval with Self-Supervision
AAAI 2022technical
This work aims at improving instance retrieval with self-supervision. We find that fine-tuning using the recently developed self-supervised learning (SSL) methods, such as SimCLR and MoCo, fails to improve the performance of instance retrieval. In this work, we identify that the learnt representatio…