CG-HAF: An Interpretable Global-Local Lesion-Burden Fusion Framework for Ordinal Acne Severity Grading in Agentic Skincare Support

arXiv:2609.31326 · cs.CV, cs.AI · Submitted 2026-09-25 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-25

Updated: 2026-09-25

Terminology

Accuracy — 52× in this paper · explained in 1 episode
Ablation — 25× in this paper · explained in 1 episode
Calibration — 17× in this paper · explained in 7 episodes
Consistency — 10× in this paper · explained in 3 episodes
Aggregation — 9× in this paper · explained in 1 episode
Interpretability — 7× in this paper · explained in 15 episodes
Adaptation — 5× in this paper · explained in 1 episode
Benchmark — 4× in this paper · explained in 2 episodes
Distillation — 4× in this paper · explained in 2 episodes
Regularization — 2× in this paper · explained in 3 episodes
Representation Learning — 2× in this paper · explained in 2 episodes
Robustness — 2× in this paper · explained in 5 episodes
Transformer — 2× in this paper · explained in 2 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Agentic System — 1× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Data Augmentation — 1× in this paper · explained in 7 episodes
Deferral — 1× in this paper · explained in 2 episodes
External Validation — 1× in this paper · explained in 2 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Pruning — 1× in this paper · explained in 4 episodes
Redundancy — 1× in this paper · explained in 2 episodes
Self-Supervised Learning — 1× in this paper · explained in 7 episodes
Zero-Shot Transfer — 1× in this paper · explained in 4 episodes

Terminology

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