Not Every Correction Helps: Gain-Guided Continual Test-Time Adaptation

arXiv:2609.36655 · cs.CV · Submitted 2026-09-29 · Read on arXiv

cs.CV

Submitted: 2026-09-29

Updated: 2026-09-29

Terminology

Adaptation — 100× in this paper · explained in 1 episode
Accuracy — 77× in this paper · explained in 1 episode
Calibration — 34× in this paper · explained in 7 episodes
Domain Shift — 9× in this paper · explained in 4 episodes
Ablation — 7× in this paper · explained in 1 episode
Computer Vision and Pattern Recognition — 6× in this paper
Mixed-Domain Shift — 5× in this paper
Robustness — 5× in this paper · explained in 5 episodes
Continual Dynamic Change — 4× in this paper
Distribution Shift — 4× in this paper · explained in 5 episodes
Ablation Studies — 3× in this paper · explained in 1 episode
Alignment — 3× in this paper · explained in 1 episode
Continual Structured Change — 3× in this paper
Domain Adaptation — 3× in this paper · explained in 5 episodes
Generalization — 3× in this paper · explained in 13 episodes
Long-Horizon Adaptation — 3× in this paper
Generalizability — 2× in this paper · explained in 6 episodes
Ablation study — 1× in this paper · explained in 1 episode
Benchmark — 1× in this paper · explained in 2 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Consistency — 1× in this paper · explained in 3 episodes
Distillation — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes

Sources

BayesTTA: Continual-Temporal Test-Time Adaptation for Vision-Language Models via Gaussian Discriminant Analysis

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