Search Results - RepositoryStats

53

796

mit

22

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

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

Created 2021-12-14

189 commits to main branch, last one 10 days ago

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

45

469

unknown

14

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

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

Created 2022-01-09

50 commits to main branch, last one 6 months ago

test-time-adaptation mariodoebler

19

198

mit

4

A repository and benchmark for online test-time adaptation.

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

Created 2022-08-11

139 commits to main branch, last one about a month ago

ttab LINs-lab

9

104

apache-2.0

2

[ICML23] On Pitfalls of Test-Time Adaptation

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

Created 2023-04-23

19 commits to main branch, last one 8 months ago

AdaNPC yfzhang114

6

83

mit

2

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

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

Created 2023-04-26

15 commits to master branch, last one 8 months ago

CycleAdapt_RELEASE hygenie1228

2

66

unknown

7

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

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

Created 2023-08-16

4 commits to main branch, last one about a year ago

ttt-plus-plus vita-epfl

6

59

mit

6

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

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

Created 2021-11-12

6 commits to main branch, last one 2 years ago

AdaMerging EnnengYang

3

57

mit

3

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

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

Created 2023-09-29

34 commits to main branch, last one about a month ago

GTrans ChandlerBang

5

56

unknown

3

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

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

Created 2023-02-26

15 commits to main branch, last one about a year ago

tea yuanyige

1

54

unknown

2

[CVPR 2024] TEA: Test-time Energy Adaptation

generalization energy-based-model test-time-adaptation

Created 2023-09-18

31 commits to main branch, last one 9 months ago

FedTHE LINs-lab

3

53

apache-2.0

2

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

ood-robustness federated-learning test-time-adaptation

Created 2022-06-22

18 commits to master branch, last one about a year ago

TTAC Gorilla-Lab-SCUT

4

45

mit

1

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

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

Created 2022-05-31

25 commits to master branch, last one about a year ago

NOTE TaesikGong

8

42

mit

1

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

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

Created 2022-10-12

8 commits to main branch, last one about a year ago

TSD SakurajimaMaiii

1

42

mit

2

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

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

Created 2023-05-21

44 commits to master branch, last one 6 months ago

SGEM drumpt

3

32

mit

2

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

test-time-adaptation automatic-speech-recognition

Created 2022-08-21

158 commits to main branch, last one 3 months ago

ITTA liangchen527

2

32

unknown

3

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

test-time-adaptation domain-generalization

Created 2023-03-14

21 commits to main branch, last one 6 months ago

2024-ICLR-READ XLearning-SCU

0

31

unknown

2

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

test-time-adaptation imbalanced-multi-modal

Created 2024-02-28

12 commits to main branch, last one 4 months ago

Online_Test_Time_Adaptation MotasemAlfarra

2

29

mit

5

Revisiting Test Time Adaptation Under Online Evaluation

robustness test-time-adaptation

Created 2023-03-22

63 commits to main branch, last one 7 months ago

UniDG invictus717

3

29

apache-2.0

3

Towards Unified and Effective Domain Generalization

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

Created 2023-10-15

3 commits to master branch, last one about a year ago

Slot-TTA mihirp1998

3

26

unknown

3

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

object-centric slot-attention test-time-adaptation

Created 2023-01-16

12 commits to main branch, last one about a year ago