domain-adaptation

There are 32 repositories under domain-adaptation topic.

transferlearning
jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning machine-learning self-supervised-learning paper style-transfer domain-adaption
Language:Python 9430
zhaoxin94 / awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
transfer-learning domain-adaptation adversarial-learning image-translation awesome-list paper zero-shot-learning few-shot-learning optimal-transport
3714
jindongwang / transferlearning-tutorial
《迁移学习简明手册》LaTex源码
transfer-learning domain-adaptation tutorial awsome
Language:TeX 2209
thuml / Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
adversarial-learning cyclegan-pytorch deep-learning domain-adaptation domain-generalization finetune image-translation keypoint-detection open-set-domain-adaptation partial-domain-adaptation person-reidentification semantic-segmentation transfer-learning unsupervised-domain-adaptation
Language:Python 1599
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1513
PythonOT / POT
POT : Python Optimal Transport
domain-adaptation emd gromov-wasserstein machine-learning numerical-optimization optimal-transport ot-mapping-estimation ot-solver pot python sinkhorn-divergences sinkhorn-knopp wasserstein wasserstein-barycenter wasserstein-barycenters wasserstein-discriminant-analysis
Language:Python 1500
wasidennis / AdaptSegNet
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
adversarial-learning computer-vision deep-learning domain-adaptation generative-adversarial-network pytorch semantic-segmentation
Language:Python 748
rinongal / StyleGAN-nada
domain-adaptation generative-adversarial-network stylegan
Language:Python 737
pumpikano / tf-dann
Domain-Adversarial Neural Network in Tensorflow
domain-adaptation tensorflow-models adversarial-learning
Language:Jupyter Notebook 595
KaiyangZhou / Dassl.pytorch
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
pytorch benchmark-datasets semi-supervised-learning domain-adaptation domain-generalization deep-learning machine-learning computer-vision artificial-intelligence deep-neural-networks
Language:Python 578
easezyc / deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
deep-transfer-learning domain-adaptation pytorch transfer-learning
Language:Python 557
fungtion / DANN
pytorch implementation of Domain-Adversarial Training of Neural Networks
domain-adaptation pytorch
Language:Python 549
mbs0221 / Multitask-Learning
Awesome Multitask Learning Resources
convex-optimization deep-learning domain-adaptation federated-learning few-shot-learning machine-learning meta-learning multi-task-learning sparse-learning transfer-learning
499
yxgeee / MMT
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
unsupervised-domain-adaptation person-re-identification unsupervised-learning pseudo-labels person-reid image-retrieval domain-adaptation cross-domain person-retrieval open-set-domain-adaptation iclr2020
Language:Python 418
huanghoujing / EANet
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
person-reidentification reid reid-baseline eanet person-reid cross-domain domain-adaptation pytorch
Language:Python 390
corenel / pytorch-adda
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
deep-learning domain-adaptation generative-adversarial-network pytorch
Language:Python 386
CVLAB-Unibo / Real-time-self-adaptive-deep-stereo
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
cvpr2019 cvpr2019-oral deep-stereo-network dispnet domain-adaptation madnet online-adaptation pretrained-weights stereo-vision tensorflow unsupervised-machine-learning
Language:Python 380
naoto0804 / cross-domain-detection
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
chainer cross-domain domain-adaptation object-detection weakly-supervised-learning
Language:Python 368
pykale
pykale / pykale
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem
computer-vision domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis multimodal-learning pytorch transfer-learning
Language:Python 337
layumi / Seg-Uncertainty
IJCAI2020 & IJCV 2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
ijcai domain-adaptation semantic-segmentation pytorch ijcai2020 pytorch-implementation gta5 cityscapes synthia robotcar self-driving-car domainadaptation transfer-learning mrnet
Language:Python 309
domainadaptation / salad
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
deep-learning domain-adaptation machine-learning pytorch
Language:HTML 304
fungtion / DANN_py3
python 3 pytorch implementation of DANN
dann docker domain-adaptation python3 pytorch
Language:Python 287
CLAN
RoyalVane / CLAN
( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
semantic-segmentation domain-adaptation adversarial-learning transfer-learning
Language:Python 277
tim-learn / SHOT
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
domain-adaptation icml-2020 multi-source-domain-adaptation partial-set-domain-adaptation pseudo-labeling source-hypothesis-transfer transfer-learning
Language:Python 256
feipan664 / IntraDA
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)
domain-adaptation pytorch semantic-segmentation
Language:Python 245
cmhungsteve / TA3N
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
domain-adaptation pytorch cvpr2019 iccv2019 domain-discrepancy video-da-datasets action-recognition temporal-dynamics video-classification video
Language:Python 236
cuishuhao / BNM
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
domain-adaptation nuclear-norm transfer-learning
Language:Python 231
krumo / Domain-Adaptive-Faster-RCNN-PyTorch
Domain Adaptive Faster R-CNN in PyTorch
domain-adaptation object-detection
Language:Python 224
yzou2 / CRST
Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
semi-supervised domain-adaptation self-training
Language:Python 214
microsoft / ProDA
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
deep-learning neural-network domain-adaptation semantic-segmentation semi-supervised-learning pseudo-label computer-vision
Language:Python 209
wenbowen123 / iros20-6d-pose-tracking
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
3d 6d-pose-estimation 6dof-pose 6dof-tracking computer-vision dataset domain-adaptation human-robot-interaction manipulation pose-estimation robot robotics robots synthetic-data synthetic-domains tracking ycb ycb-video
Language:Python 208
kevinlin311tw / CDCL-human-part-segmentation
Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
human-parsing multi-human-parsing synthetic-data multi-person domain-adaptation keras human-pose-estimation human-understanding human-part-segmentation
Language:Python 207
Simon4Yan / Learning-via-Translation
SPGAN in CVPR'18
person-reidentification domain-adaptation
Language:MATLAB 203
xuanyuzhou98 / SqueezeSegV2
Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud
autonomous-driving computer-vision deep-neural-networks domain-adaptation lidar-point-cloud
Language:Python 195
convolutional-handwriting-gan
amzn / convolutional-handwriting-gan
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
cvpr cvpr-2020 cvpr20 cvpr2020 domain-adaptation gan handwriting ocr semi-supervised transfer-learning unlabeled-data
Language:Python 193
yuntaodu / Transfer-learning-materials
resource collection for transfer learning!
domain-adaptation machine-learning transfer-learning
Language:Python 186

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pytorch deep-learning gan computer-vision generative-adversarial-network