Continual Test-Time Adaptation via Entropy Sensitivity-Guidance in Strict Online Setting

arXiv:2608.29920 · cs.CV, cs.LG · Submitted 2026-08-30 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-08-30

Updated: 2026-08-30

Code: https://github.com/mariodoebler/test-time-adaptation

Terminology

Adaptation — 58× in this paper · explained in 1 episode
Robustness — 9× in this paper · explained in 5 episodes
Benchmark — 8× in this paper · explained in 2 episodes
Conference on Computer Vision and Pattern Recognition — 4× in this paper
Ablation — 3× in this paper · explained in 1 episode
Distribution Shift — 3× in this paper · explained in 5 episodes
Consistency — 2× in this paper · explained in 3 episodes
Continual Dynamic Change — 2× in this paper
Covariate Shift — 2× in this paper · explained in 2 episodes
Domain Adaptation — 2× in this paper · explained in 5 episodes
Transformer — 2× in this paper · explained in 2 episodes
Winter Conference on Applications of Computer Vision — 2× in this paper
Accuracy — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Clustering — 1× in this paper · explained in 2 episodes
Domain Shift — 1× in this paper · explained in 4 episodes
Generalization — 1× in this paper · explained in 13 episodes
Model Drift — 1× in this paper · explained in 4 episodes
Online Adaptation — 1× in this paper · explained in 3 episodes
Sample Efficiency — 1× in this paper · explained in 4 episodes
Test-time Adaptation (TTA) — 1× in this paper · explained in 3 episodes
Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

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