NneurotransmitterR/TM-OTTA-SNN

Demo code of the paper "Threshold Modulation for Online Test-time Adaptation of Spiking Neural Networks" (IJCNN '25).

Language: Python - Size: 260 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2 - Forks: 0

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

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

Size: 43 KB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 501 - Forks: 47

tim-learn/awesome-test-time-adaptation

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

Size: 1.79 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 942 - Forks: 66

tta-cvpr2024/tta-cvpr2024.github.io

site for the 1st Workshop on Test-Time Adaptation: Model, Adapt Thyself! (MAT)

Language: Makefile - Size: 39.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 1

PrasannaPulakurthi/Foreground-Background-Augmentation

Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data.

Language: Python - Size: 3.35 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 2 - Forks: 0

nikitadurasov/torch-ttt

A modular and easy-to-use framework for Test-Time Training (TTT) and Test-Time Adaptation (TTA) in Pytorch, making your networks more generalizable with minimal effort ✨

Language: Python - Size: 2.83 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 18 - Forks: 0

astra-vision/ProLIP

An extremely simple method for validation-free efficient adaptation of CLIP-like VLMs that is robust to the learning rate.

Language: Shell - Size: 3.9 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 24 - Forks: 2

restoreml/m3n-vc

Multi-Modality Multi-Node Vehicle Classification Dataset

Language: Python - Size: 51.8 KB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 2 - Forks: 0

invictus717/UniDG

Towards Unified and Effective Domain Generalization

Language: Python - Size: 746 KB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 31 - Forks: 3

Gorilla-Lab-SCUT/TRIBE

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

Language: Python - Size: 1.19 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 23 - Forks: 0

yfzhang114/AdaNPC

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

Language: Python - Size: 463 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 86 - Forks: 7

kzkadc/regression-tta

The official implementation of "Test-time Adaptation for Regression by Subspace Alignment" (ICLR 2025).

Language: Python - Size: 45.8 MB - Last synced at: 30 days ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0

SakurajimaMaiii/TSD

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

Language: Python - Size: 95.7 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 47 - Forks: 1

SHI-Labs/Diffusion-Driven-Test-Time-Adaptation-via-Synthetic-Domain-Alignment

Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment, arXiv 2024 / CVPR 2025

Language: Python - Size: 7.73 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 26 - Forks: 2

luo-junyu/GALA

[TPAMI24] GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation

Language: Python - Size: 162 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 32 - Forks: 5

Gorilla-Lab-SCUT/TTAC

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

Language: Python - Size: 1.32 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 47 - Forks: 4

BIT-DA/DUSA

[NeurIPS 2024] Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation

Language: Python - Size: 7.06 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 0

marcomistretta/marcomistretta

Welcome to my GitHub page!

Size: 6 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

fredzzhang/atlas

Official PyTorch implementation for NeurIPS'24 paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"

Language: Python - Size: 689 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 18 - Forks: 0

divelab/ATTA

Active Test-Time Adaptation: Theoretical Analyses and An Algorithm [ICLR 2024]

Language: Python - Size: 78.8 MB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 20 - Forks: 3

liangchen527/ITTA

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

Language: Python - Size: 130 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 33 - Forks: 2

XLearning-SCU/2024-ICLR-READ

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

Language: Python - Size: 4.54 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 32 - Forks: 0

Dr3dre/TTA-with-Caches Fork of jucamohedano/my_TDA

Research-project in "Efficient Test Time Adaptation for VLMs" replicating TDA paper and extending with a Waitinng List

Language: Python - Size: 9.16 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

sarthaxxxxx/PALM

Official code for AAAI 2025 paper "PALM: Pushing Adaptive Learning Rate Mechanisms for Continual Test-Time Adaptation".

Language: Python - Size: 4.35 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ChandlerBang/GTrans

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

Language: Python - Size: 230 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 6

Casperqian/FunOTTA

Language: Python - Size: 655 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

nikitadurasov/ittt

Official code for "IT^3: Idempotent Test-Time Training" (arXiv 2024)

Language: Jupyter Notebook - Size: 236 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

mariodoebler/test-time-adaptation

A repository and benchmark for online test-time adaptation.

Language: Python - Size: 6.34 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 183 - Forks: 15

EnnengYang/AdaMerging

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

Language: Python - Size: 678 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 47 - Forks: 2

LuCazzola/TTA_DL-Project

University project based on implementing a Test Time Adaptation (TTA) solution for image classifiers. University of Trento (Italy)

Language: Jupyter Notebook - Size: 27.9 MB - Last synced at: 28 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

martinwimpff/eeg-online

Language: Python - Size: 519 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

tmlr-group/WCA Fork of JinhaoLee/WCA

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

Language: Python - Size: 3.24 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 35 - Forks: 0

drumpt/SGEM

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

Language: Python - Size: 24.8 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 31 - Forks: 3

Feliciaxyao/ICML2024-FSTTA

Fast-Slow Test-time Adaptation for Online Vision-and-Language Navigation

Language: Python - Size: 734 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 8 - Forks: 1

gist-ailab/domain-specific-block-selection-and-paired-view-pseudo-labeling-for-online-TTA

An official implementation of "Domain Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation", CVPR 2024.

Language: Python - Size: 1.92 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0

XJTU-XGU/ARPM

Code for ARPM ("Adversarial Reweighting with α-Power Maximization for Domain Adaptation"), IJCV, 2024.

Language: Python - Size: 1.5 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 9 - Forks: 1

martinwimpff/eeg-otta

Language: Python - Size: 1.59 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 7 - Forks: 0

MotasemAlfarra/Online_Test_Time_Adaptation

Revisiting Test Time Adaptation Under Online Evaluation

Language: Python - Size: 598 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 2

yuanyige/tea

[CVPR 2024] TEA: Test-time Energy Adaptation

Language: Python - Size: 553 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 0

LINs-lab/ttab

[ICML23] On Pitfalls of Test-Time Adaptation

Language: Python - Size: 2.02 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 91 - Forks: 8

mazurowski-lab/single-image-test-time-adaptation

Single-image test-time domain adaptation for segmentation models.

Language: Python - Size: 829 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

taeckyung/SoTTA

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).

Language: Python - Size: 101 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 2

waychin-weiqin/CoMM

Official Implementation of Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment (2024)

Language: Python - Size: 29.3 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

kiwi12138/RealisticTTA

Official repository for AAAI2024 paper <Unraveling Batch Normalization for Realistic Test-Time Adaptation>.

Language: Python - Size: 519 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

mihirp1998/Slot-TTA

Slot-TTA shows that test-time adaptation using slot-centric models can improve image segmentation on out-of-distribution examples.

Language: Python - Size: 3.86 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 3

baowenxuan/ATP

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

Language: Python - Size: 9.92 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

ZigeW/SODA

[NeurIPS 2023] “SODA: Robust Training of Test-Time Data Adaptors”

Language: Python - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

synbol/Awesome-Test-Time-Adaptation

Collection of awesome test-time adaptation methods.

Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 117 - Forks: 0

TaesikGong/NOTE

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

Language: Python - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 7

hrshtv/CTreeOT

[ICML 2023] Official code for our paper: 'Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models'

Language: Python - Size: 453 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Yuliang-Zou/InstCal-Pano

[ECCV 2022] Learning Instance-Specific Adaptation for Cross-Domain Segmentation

Language: Python - Size: 10 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 0

hygenie1228/CycleAdapt_RELEASE

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

Language: Python - Size: 26.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 0

qqplot/ugotme

Uncertainty-Guided Online Test-time Adaptation via Meta-Learning

Language: Python - Size: 5.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

mvp18/TTT-UCDR

[https://arxiv.org/abs/2208.09198] Test-Time Training for Universal Cross-Domain Retrieval

Language: Python - Size: 713 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

jeya-maria-jose/On-The-Fly-Adaptation

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

Language: Python - Size: 217 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 18 - Forks: 1

DanielLin94144/Test-time-adaptation-ASR-SUTA

Test-time adaptation for speech recognition model by single utterance. The official implementation of "Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition" paper.

Language: Python - Size: 401 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 3

vita-epfl/ttt-plus-plus

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

Language: Python - Size: 800 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 44 - Forks: 3

med-air/TTADC

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

Language: Python - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

YuejiangLIU/semi-simclr

Semi-supervised SimCLR for TTT++

Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

DubiousCactus/meta-learning-HOPE

Code for experiments of the paper "A new benchmark for group distribution shifts in hand grasp regression for object manipulation. Can meta-learning raise the bar?" (DistShift workshop, NeurIPS 2022).

Language: Python - Size: 2.55 MB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

domainadaptation/continual

Language: HTML - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0