test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

Keras based framework for neuro-symbolic LM systems

A repository and benchmark for online test-time adaptation.

Official code for AdaJEPA: An Adaptive Latent World Model

[ICML 2023] On Pitfalls of Test-Time Adaptation

AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.

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

[CVPR 2024] TEA: Test-time Energy Adaptation

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

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

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

[ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"

[NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP

[ICLR 2023] Test-time Robust Personalization for Federated Learning

Pytorch implementation of "Test-time Adaption against Multi-modal Reliability Bias".

Large-scale semi-supervised framework with 1B+ labeled masks from 48K+ datasets with test-time adaptation to new domains (ICCV 2025).

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

[CVPR 2023] Feature Alignment and Uniformity for Test Time Adaptation

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