Search Results - RepositoryStats

563

3.5k

mit

49

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

dann finetune deep-learning self-training domain-adaptation image-translation transfer-learning adversarial-learning semi-supervised-learning unsupervised-domain-adaptation out-of-distribution-generalization

Created 2020-02-14

728 commits to master branch, last one 9 months ago

MMT yxgeee

72

473

mit

10

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

iclr2020 person-reid cross-domain pseudo-labels image-retrieval person-retrieval domain-adaptation unsupervised-learning person-re-identification open-set-domain-adaptation unsupervised-domain-adaptation

Created 2020-01-06

20 commits to master branch, last one 4 years ago

DAFormer lhoyer

92

473

other

4

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

cvpr2022 transformer semantic-segmentation unsupervised-domain-adaptation

Created 2021-11-14

21 commits to master branch, last one 4 months ago

OpenUnReID open-mmlab

67

397

apache-2.0

13

PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.

image-retrieval pseudo-labeling re-identification domain-translation unsupervised-learning open-set-domain-adaptation unsupervised-domain-adaptation

Created 2020-05-25

87 commits to master branch, last one 3 years ago

HRDA lhoyer

32

236

other

4

[ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation

attention transformer high-resolution multi-resolution semantic-segmentation unsupervised-domain-adaptation

Created 2022-04-21

20 commits to master branch, last one 4 months ago

AdaTime emadeldeen24

21

188

mit

3

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

eeg cdan dann dsan homm pytorch deep-coral time-series deep-learning fault-detection fault-diagnosis domain-adaptation transfer-learning human-activity-recognition sleep-stage-classification unsupervised-domain-adaptation

Created 2022-03-17

103 commits to adatime_v2 branch, last one about a year ago

EveryPixelMatters chengchunhsu

21

165

other

8

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

eccv fcos pytorch eccv2020 eccv-2020 anchor-free computer-vision object-detection domain-adaptation transfer-learning adversarial-learning unsupervised-domain-adaptation

Created 2020-07-22

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

da-sac visinf

35

148

apache-2.0

5

Self-supervised Augmentation Consistency for Adapting Semantic Segmentation (CVPR 2021)

cvpr-2021 semantic-segmentation unsupervised-domain-adaptation

Created 2021-03-26

14 commits to main branch, last one 3 years ago

implicit_alignment xiangjjj

10

90

other

6

Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"

domain-adaptation semi-supervised-learning unsupervised-domain-adaptation

Created 2020-06-02

15 commits to master branch, last one 3 years ago

GenericSSL xmed-lab

5

88

unknown

2

NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

neurips-2023 diffusion-models semi-supervised-learning medical-image-segmentation unsupervised-domain-adaptation semi-supervised-domain-generalization

Created 2023-10-06

23 commits to main branch, last one 6 months ago

ProbabilisticTeacher hikvision-research

11

80

apache-2.0

5

An official implementation of ICML 2022 paper "Learning Domain Adaptive Object Detection with Probabilistic Teacher"."

object-detection domain-adaptation unsupervised-domain-adaptation domain-adaptive-object-detection

Created 2022-06-10

5 commits to main branch, last one 2 years ago

how-to-train-your-neural-net theairbend3r

22

63

gpl-3.0

4

Deep learning research implemented on notebooks using PyTorch.

nlp pruning pytorch attention time-series deep-learning computer-vision machine-learning papers-with-code image-segmentation image-classification paper-implementation convolutional-networks natural-language-processing unsupervised-domain-adaptation

Created 2020-02-06

68 commits to master branch, last one 3 years ago

DA-RetinaNet fpv-iplab

10

62

mit

6

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

cyclegan retinanet cityscapes detectron2 pascal-voc da-retinanet google-colab coco-annotations foggy-cityscapes object-detection domain-adaptation cityscapes-dataset unsupervised-domain-adaptation domain-adaptation-object-detection

Created 2020-07-27

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

domain-adaptation-capls hellowangqian

12

56

unknown

2

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

office-home pseudo-labeling domain-adaptation zero-shot-learning structured-prediction unsupervised-domain-adaptation

Created 2019-03-22

19 commits to master branch, last one 2 years ago

aldi justinkay

7

54

unknown

5

Official implementation of "Align and Distill: Unifying and Improving Domain Adaptive Object Detection"

computer-vision machine-learning object-detection domain-adaptation unsupervised-domain-adaptation domain-adaptive-object-detection

Created 2023-04-21

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

DA-Faster-RCNN GiovanniPasq

10

53

mit

4

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild

cityscapes detectron2 pascal-voc faster-rcnn google-colab da-faster-rcnn coco-annotations object-detection domain-adaptation cityscapes-dataset unsupervised-domain-adaptation domain-adaptation-object-detection

Created 2022-06-30

37 commits to main branch, last one 4 months ago

Prompt-based-Distribution-Alignment BaiShuanghao

3

49

mit

1

[AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation

prompt-tuning unsupervised-domain-adaptation

Created 2023-07-18

71 commits to main branch, last one 2 months ago

SEE-MTDA darrenjkt

8

48

apache-2.0

2

(RA-L 2022) See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation.

deep-learning computer-vision object-detection autonomous-driving surface-completion 3d-object-detection unsupervised-domain-adaptation

Created 2021-11-18

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

TSMNet rkobler

9

48

bsd-3-clause

2

Code and reuslts accompanying the NeurIPS 2022 paper with the title SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG

bci eeg machine-learning manifold-learning transfer-learning electroencephalography geometric-deep-learning brain-computer-interface unsupervised-domain-adaptation

Created 2022-10-12

3 commits to main branch, last one 2 years ago

DAR-UNet Kaiseem

5

43

apache-2.0

2

[JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation

crossmoda-2021 semantic-segmentation unsupervised-domain-adaptation

Created 2022-06-14

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