Automated Disentangling Analysis of Skin Colour for Lesion Images

arXiv:2602.19055 · eess.IV, cs.CV · Submitted 2026-02-22 · Read on arXiv

eess.IV, cs.CV

Submitted: 2026-02-22

Updated: 2026-02-25

Terminology

Latent Space — 11× in this paper · explained in 7 episodes
Downstream Tasks — 5× in this paper · explained in 2 episodes
Ablation — 4× in this paper · explained in 1 episode
Accuracy — 3× in this paper · explained in 1 episode
Data Augmentation — 3× in this paper · explained in 7 episodes
Ablation Studies — 2× in this paper · explained in 1 episode
Ablation study — 2× in this paper · explained in 1 episode
Information Leakage — 2× in this paper · explained in 2 episodes
Adam — 1× in this paper · explained in 2 episodes
Benchmark — 1× in this paper · explained in 2 episodes
Calibration — 1× in this paper · explained in 7 episodes
Distribution Matching — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Fidelity — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Latent Representation — 1× in this paper · explained in 2 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Normalizing Flow — 1× in this paper · explained in 3 episodes
Reconstruction Error — 1× in this paper · explained in 2 episodes
Representation Learning — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes

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