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domain-adaptation

Here are 498 public repositories matching this topic...

transferlearning

jindongwang / transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

Updated Jun 14, 2022
Python

zhaoxin94 / awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

paper awesome-list transfer-learning image-translation optimal-transport zero-shot-learning adversarial-learning domain-adaptation few-shot-learning

Updated Jun 11, 2022

jindongwang / transferlearning-tutorial

《迁移学习简明手册》LaTex源码

tutorial awsome transfer-learning domain-adaptation

Updated May 27, 2021
TeX

PythonOT / POT

POT : Python Optimal Transport

python machine-learning pot wasserstein-barycenters numerical-optimization wasserstein emd optimal-transport ot-mapping-estimation wasserstein-barycenter ot-solver domain-adaptation wasserstein-discriminant-analysis gromov-wasserstein sinkhorn-divergences sinkhorn-knopp

Updated Jun 21, 2022
Python

artix41 / awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

paper awesome-list transfer-learning unsupervised-learning domain-adaptation

Updated Oct 6, 2021

thuml / Transfer-Learning-Library

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

deep-learning transfer-learning semantic-segmentation image-translation person-reidentification adversarial-learning domain-adaptation finetune unsupervised-domain-adaptation cyclegan-pytorch keypoint-detection domain-generalization open-set-domain-adaptation partial-domain-adaptation

Updated Jun 20, 2022
Python

rinongal / StyleGAN-nada

generative-adversarial-network domain-adaptation stylegan

Updated May 22, 2022
Python

wasidennis / AdaptSegNet

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

computer-vision deep-learning pytorch generative-adversarial-network semantic-segmentation adversarial-learning domain-adaptation

Updated Aug 14, 2020
Python

KaiyangZhou / Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

machine-learning deep-neural-networks computer-vision deep-learning pytorch artificial-intelligence semi-supervised-learning domain-adaptation benchmark-datasets domain-generalization

Updated Jun 21, 2022
Python

pumpikano / tf-dann

Domain-Adversarial Neural Network in Tensorflow

tensorflow-models adversarial-learning domain-adaptation

Updated Dec 5, 2021
Jupyter Notebook

fungtion / DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

pytorch domain-adaptation

Updated Jul 26, 2019
Python

easezyc / deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

pytorch transfer-learning domain-adaptation deep-transfer-learning

Updated Mar 3, 2022
Python

mbs0221 / Multitask-Learning

Awesome Multitask Learning Resources

machine-learning deep-learning transfer-learning convex-optimization domain-adaptation multi-task-learning meta-learning federated-learning few-shot-learning sparse-learning

Updated Apr 13, 2021

yxgeee / MMT

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

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

Updated Jul 1, 2020
Python

huanghoujing / EANet

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

pytorch cross-domain person-reidentification domain-adaptation reid person-reid reid-baseline eanet

Updated Dec 29, 2020
Python

KevinMusgrave / powerful-benchmarker

A library for ML benchmarking. It's powerful.

benchmarking machine-learning computer-vision deep-learning pytorch metric-learning transfer-learning domain-adaptation

Updated Jun 18, 2022
Python

CVLAB-Unibo / Real-time-self-adaptive-deep-stereo

Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)

tensorflow stereo-vision pretrained-weights unsupervised-machine-learning domain-adaptation dispnet online-adaptation madnet cvpr2019 cvpr2019-oral deep-stereo-network

Updated Jun 21, 2022
Python

corenel / pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

deep-learning pytorch generative-adversarial-network domain-adaptation

Updated Apr 12, 2022
Python

cs-chan / Exclusively-Dark-Image-Dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

computer-vision deep-learning image-processing dataset object-detection image-translation domain-adaptation low-light-image night-images exdark

Updated Apr 6, 2022
MATLAB

naoto0804 / cross-domain-detection

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

chainer object-detection cross-domain weakly-supervised-learning domain-adaptation

Updated Jan 24, 2021
Python

pykale

pykale / pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

machine-learning computer-vision pytorch transfer-learning graph-analysis domain-adaptation medical-image-analysis multimodal-learning knowledge-aware-learning

Updated Jun 15, 2022
Python

domainadaptation / salad

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

machine-learning deep-learning pytorch domain-adaptation

Updated May 15, 2021
HTML

fungtion / DANN_py3

python 3 pytorch implementation of DANN

docker python3 pytorch domain-adaptation dann

Updated Jun 15, 2022
Python

layumi / Seg-Uncertainty

IJCAI2020 & IJCV 2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

pytorch self-driving-car gta5 transfer-learning semantic-segmentation ijcai robotcar cityscapes domain-adaptation synthia domainadaptation pytorch-implementation mrnet ijcai2020

Updated Dec 23, 2021
Python

CLAN

RoyalVane / CLAN

( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

transfer-learning semantic-segmentation adversarial-learning domain-adaptation

Updated Mar 13, 2021
Python

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"

transfer-learning domain-adaptation pseudo-labeling multi-source-domain-adaptation icml-2020 source-hypothesis-transfer partial-set-domain-adaptation

Updated Jun 6, 2022
Python

feipan664 / IntraDA

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)

pytorch semantic-segmentation domain-adaptation

Updated Dec 14, 2020
Python

cmhungsteve / TA3N

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

video pytorch action-recognition video-classification domain-adaptation cvpr2019 iccv2019 domain-discrepancy video-da-datasets temporal-dynamics

Updated Jun 22, 2022
Python

cuishuhao / BNM

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

transfer-learning domain-adaptation nuclear-norm

Updated Jun 22, 2022
Python

krumo / Domain-Adaptive-Faster-RCNN-PyTorch

Domain Adaptive Faster R-CNN in PyTorch

object-detection domain-adaptation

Updated Aug 23, 2021
Python

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