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A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

awesome-source-free-test-time-adaptation's Introduction

Awesome Source-free Test-time Adaptation   Awesome Maintenance

This is a curated list of research papers in Test-time Adaptation (TTA), which also goes by other names, such as Test-time Training (TTT), Source-free Domain Adaptation (SFDA) and Unsupervised Model Adaptation (UMA).

The repository is actively maintained. Pull requests or direct messages are welcome.

Table of Contents

Methods

Self-supervision

Information Entropy

Batch Normalization

Pseudo Labeling

Class Prototype

Feature Alignment

Generative Modeling

Nearest Neighbors

Augmentation Invariance

Meta-learning

Time-varying

Others

Benchmark

Applications

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Contributors

jmiemirza avatar johnmasoner avatar liangzejiang avatar marcelluszhao avatar mariodoebler avatar promptstyler avatar sunrainyg avatar yuejiangliu avatar

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