SCALE: Synthetic Calibration via Agreement Labeling in Embedding Space

arXiv:2609.38705 · cs.CV · Submitted 2026-09-30 · Read on arXiv

cs.CV

Submitted: 2026-09-30

Updated: 2026-09-30

Terminology

Calibration — 60× in this paper · explained in 7 episodes
Foundation Model — 20× in this paper · explained in 3 episodes
AUC — 13× in this paper · explained in 2 episodes
Embeddings — 13× in this paper · explained in 2 episodes
Foundation Models — 11× in this paper · explained in 7 episodes
Linear probe — 9× in this paper · explained in 2 episodes
Accuracy — 6× in this paper · explained in 1 episode
Generalization — 5× in this paper · explained in 13 episodes
Annotator Agreement — 3× in this paper · explained in 1 episode
Ablation — 2× in this paper · explained in 1 episode
Generalizability — 2× in this paper · explained in 6 episodes
Linear Probing — 2× in this paper · explained in 2 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Contrastive Learning — 1× in this paper · explained in 5 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Downstream Tasks — 1× in this paper · explained in 2 episodes
External Validation — 1× in this paper · explained in 2 episodes
Feature Extraction — 1× in this paper · explained in 2 episodes
Model-Agnostic — 1× in this paper · explained in 2 episodes
Self-Supervised Learning — 1× in this paper · explained in 8 episodes
Transformer — 1× in this paper · explained in 2 episodes

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