Pavel Suma*

AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval

"This work investigates the problem of instance-level image retrieval re-ranking with the constraint of memory efficiency, ultimately aiming to limit memory usage to 1KB per image. Departing from the prevalent focus on performance enhancements, this work prioritizes the crucial trade-off between per…