IVF-TQ: Calibration-Free Streaming Vector Search via a Codebook-Free Residual Layer

Tarun Sharma

Approximate nearest neighbor (ANN) indexes deployed against streaming corpora silently lose recall over weeks. The standard diagnosis is distribution shift, but under shuffled-i.i.…