Awesome Continual Test-Time Adaptation

This repository organizes papers related to the CTTA(Continual-Test-Time-Adaptation) by SUSI-Lab.

2023

(CVPR 23) EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization [paper][code]
(CVPR 23) A Probabilistic Framework for Lifelong Test-Time Adaptation [paper][code]
(CVPR 23) Robust Mean Teacher for Continual and Gradual Test-Time Adaptation [paper][code]

(AAAI 23) Decorate the Newcomers:Visual Domain Prompt for Continual Test Time Adaptation [paper]

(IJCAI 23) Exploring Safety Supervision for Continual Test-time Domain Adaptation [paper]

(ArXiv 23) Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation [paper]
(ArXiv 23) ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation [paper][code]
(ArXiv 23) Distribution-Aware Continual Test Time Adaptation for Semantic Segmentation [paper][code]
(ArXiv 23) Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation [paper]
(ArXiv 23) Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation [paper]

2022

(CVPR 22) Continual Test-Time Domain Adaptation [paper][code]
(NeurIPS 22) NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation [paper][code]

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