arxivcs.CVcs.AIcs.LG2026-06-29
The Label Imitation Game: Turing Test Network for Zero-Shot Pseudo-Label Pruning
Brent A. Griffin, Jason J. Corso
Foundation model pseudo-labeling - labeling data strictly via zero-shot inference - enables massive scale, but performance is undermined by hallucinations that evade standard thresholds. To eliminate these errors, we introduce the Turing-inspired Label Imitation Game (LIG), a fra…