/awesome-test-time-adaptation

A curated list of papers in Test-time Adaptation, and Test-time Training.

MIT LicenseMIT

Awesome Test-time Adaptation

Computer Vision

Image Recognition

Venue Title Links
ICML'20 Test-Time Training with Self-Supervision for Generalization under Distribution Shifts [Paper] [Code1,Code2]
ICLR'21 Tent: Fully Test-Time Adaptation by Entropy Minimization [Paper] [Code]
CVPR'22 Parameter-Free Online Test-Time Adaptation [Paper] Code]
CVPR'22 Continual Test-Time Domain Adaptation [Paper] [Code]
ICML'22 Efficient Test-Time Model Adaptation without Forgetting [Paper] [Code]
NeurIPS'22 Robust Continual Test-time Adaptation: Instance-aware BN and Prediction-balanced Memory [Paper]
NeurIPS'22 Test-Time Adaptation via Conjugate Pseudo-labels [Paper] [Code]
NeurIPS'22 MEMO: Test Time Robustness via Adaptation and Augmentation [Paper]
NeurIPS'22 Test-Time Training with Masked Autoencoders [Paper] [Code]
NeurIPS'22 Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering [Paper] [Code]

Multi-Modal Model

Prompt Learning