EGA: Adapting Frozen Encoders for Vector Search with Bounded Out-of-Distribution Degradation
arXiv:2605.05674v2 Announce Type: replace-cross
Abstract: Vector search systems built on frozen vision encoders face queries from unseen classes at deployment, yet existing adapter training collapses under this shift: high-capacity adapters with globa…