AutoAdapt: Reliable Few-Shot Adaptation under Clinical Distribution Shifts

arXiv:2610.11162 · cs.CV · Submitted 2026-10-08 · Read on arXiv

cs.CV

Submitted: 2026-10-08

Updated: 2026-10-08

Terminology

Adaptation — 97× in this paper · explained in 1 episode
AUROC — 25× in this paper · explained in 2 episodes
Fine-Tuning — 11× in this paper · explained in 5 episodes
Distribution Shift — 5× in this paper · explained in 5 episodes
Ablation — 4× in this paper · explained in 1 episode
Aggregation — 4× in this paper · explained in 1 episode
Transferability — 4× in this paper · explained in 4 episodes
Generalization — 3× in this paper · explained in 13 episodes
Benchmark — 2× in this paper · explained in 2 episodes
Calibration — 2× in this paper · explained in 7 episodes
Contrastive Learning — 2× in this paper · explained in 5 episodes
Domain Adaptation — 2× in this paper · explained in 5 episodes
Embeddings — 2× in this paper · explained in 2 episodes
Foundation Model — 2× in this paper · explained in 3 episodes
Foundation Models — 2× in this paper · explained in 7 episodes
Transfer Learning — 2× in this paper · explained in 10 episodes
Ablation study — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Late Fusion — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 5 episodes
Transformer — 1× in this paper · explained in 2 episodes

Related papers