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test-time-adaptation

Here are 56 public repositories matching this topic...

tim-learn / awesome-test-time-adaptation

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

transfer-learning domain-adaptation test-time-augmentation domain-generalization distribution-shift test-time-adaptation source-free-domain-adaptation test-time-training continual-test-time-adaptation

Updated Nov 25, 2024

YuejiangLIU / awesome-source-free-test-time-adaptation

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

awesome-list robustness domain-adaptation test-time-adaptation

Updated Jun 23, 2024

mariodoebler / test-time-adaptation

A repository and benchmark for online test-time adaptation.

robustness test-time distribution-shift test-time-adaptation source-free-domain-adaptation continual-adaptation gradual-adaptation

Updated Oct 31, 2024
Python

LINs-lab / ttab

[ICML23] On Pitfalls of Test-Time Adaptation

test-time-adaptation source-free-domain-adaptation

Updated Apr 6, 2024
Python

yfzhang114 / AdaNPC

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

machine-learning robustness domain-generalization test-time-adaptation

Updated Apr 16, 2024
Python

hygenie1228 / CycleAdapt_RELEASE

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

domain-adaptation 3d-human-shape-and-pose-estimation 3d-human-reconstruction test-time-adaptation

Updated Aug 29, 2023
Python

vita-epfl / ttt-plus-plus

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

robustness self-supervised-learning distribution-shift test-time-adaptation

Updated Feb 14, 2022
Python

ChandlerBang / GTrans

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

robustness adversarial-attacks data-centric graph-neural-networks out-of-distribution distribution-shift test-time-adaptation

Updated Jun 23, 2023
Python

LINs-lab / FedTHE

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

federated-learning test-time-adaptation ood-robustness

Updated Aug 15, 2023
Jupyter Notebook

yuanyige / tea

[CVPR 2024] TEA: Test-time Energy Adaptation

generalization energy-based-model test-time-adaptation

Updated Feb 28, 2024
Python

EnnengYang / AdaMerging

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

multi-task-learning model-fusion test-time-adaptation model-editing model-merging

Updated Oct 28, 2024
Python

Gorilla-Lab-SCUT / TTAC

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

deep-learning domain-adaptation pseudo-labeling test-time-adaptation test-time-training

Updated Oct 6, 2023
Python

tmlr-group / WCA

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

clip similarity-score domain-generalization zero-shot-classification test-time-adaptation large-language-models vision-language-model visual-text-alignment image-text-alignment

Updated Sep 3, 2024
Python

TaesikGong / NOTE

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

machine-learning deep-learning domain-adaptation test-time-adaptation

Updated Dec 21, 2023
Python

SakurajimaMaiii / TSD

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

machine-learning computer-vision deep-learning pytorch test-time-adaptation

Updated Jun 19, 2024
Python

drumpt / SGEM

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

automatic-speech-recognition test-time-adaptation

Updated Aug 27, 2024
Python

liangchen527 / ITTA

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

domain-generalization test-time-adaptation

Updated Jun 13, 2024
Python

invictus717 / UniDG

Towards Unified and Effective Domain Generalization

machine-learning computer-vision artificial-intelligence domain-generalization test-time-adaptation

Updated Nov 27, 2023
Python

XLearning-SCU / 2024-ICLR-READ

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

test-time-adaptation imbalanced-multi-modal

Updated Aug 1, 2024
Python

MotasemAlfarra / Online_Test_Time_Adaptation

Revisiting Test Time Adaptation Under Online Evaluation

robustness test-time-adaptation

Updated May 2, 2024
Python

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