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Test Time Adaptation ⭐ 103

A repository and benchmark for online test-time adaptation.

Awesome Test Time Adaptation ⭐ 88

Collection of awesome test-time adaptation methods.

This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.

[ICML23] On Pitfalls of Test-Time Adaptation

[NeurIPS 2022] Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering

The official PyTorch Implementation of "NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation (NeurIPS '22)"

Online_test_time_adaptation ⭐ 25

Revisiting Test Time Adaptation Under Online Evaluation

[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"

Cycleadapt_release ⭐ 17

This repo is official PyTorch implementation of Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction (ICCV 2023).

Ttt Plus Plus ⭐ 14

[NeurIPS21] TTT++: When Does Self-supervised Test-time Training Fail or Thrive?

Towards Unified and Effective Domain Generalization

Official code for the CVPR23 paper: "Improved Test-Time Adaptation for Domain Generalization"

Official PyTorch implementation of SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization (INTERSPEECH 2023 Oral Presentation)

This is the official PyTorch Implementation of "SoTTA: Robust Test-Time Adaptation on Noisy Data Streams (NeurIPS '23)" by Taesik Gong*, Yewon Kim*, Taeckyung Lee*, Sorn Chottananurak, and Sung-Ju Lee (* Equal contribution).

[AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization

[MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift

On The Fly Adaptation ⭐ 5

Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"

[NeurIPS 2023] Adaptive Test-Time Personalization for Federated Learning. Wenxuan Bao, Tianxin Wei, Haohan Wang, Jingrui He.

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