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Search results for pytorch domain adaptation

domain-adaptation x

111 search results found

Dassl.pytorch ⭐ 681

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

Unsupervised Domain Adaptation Papers and Code

Adaptsegnet ⭐ 586

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

Deep Transfer Learning ⭐ 517

A collection of implementations of deep domain adaptation algorithms

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

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

Seg Uncertainty ⭐ 374

IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Dann_py3 ⭐ 298

python 3 pytorch implementation of DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

Intrada ⭐ 267

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

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

Pytorch Adda ⭐ 264

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

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

Pytorch Adapt ⭐ 234

Domain adaptation made easy. Fully featured, modular, and customizable.

Domain Adaptive Faster Rcnn Pytorch ⭐ 230

Domain Adaptive Faster R-CNN in PyTorch

Learning Via Translation ⭐ 202

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018

Everypixelmatters ⭐ 150

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

Deepcoral ⭐ 150

A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016

Self Ensemble Visual Domain Adapt ⭐ 143

Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

Dta.pytorch ⭐ 122

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108

pytorch implementation for Contrastive Adaptation Network

Dise Domain Invariant Structure Extraction ⭐ 106

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"

Pytorch Dann ⭐ 85

PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)

Ddc Transfer Learning ⭐ 84

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Da_detection ⭐ 83

Progressive Domain Adaptation for Object Detection

Domain Adaptation Based on the Triplet Loss

Pytorch Ada ⭐ 79

Another Domain Adaptation library, aimed at researchers.

Detectron Self Train ⭐ 78

A PyTorch Detectron codebase for domain adaptation of object detectors.

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

[ECCV2020] Content-Consistent Matching for Domain Adaptive Semantic Segmentation

Game Feature Learning ⭐ 65

Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18

Pixelda_gan ⭐ 58

Domain Adaptation using GAN

Unrealperson ⭐ 51

[CVPR-2021] UnrealPerson: An adaptive pipeline for costless person re-identification

Dwt Domain Adaptation ⭐ 50

Code for paper "Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss" (CVPR 2019)

[NeurIPS 2022 Spotlight] Official implement of Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation

Pytorch Dann ⭐ 49

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

Adapting Ocr ⭐ 49

Pytorch implementation of our paper: Adapting OCR with Limited Labels

Official Implementation of One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

codes for Heuristic Domain Adaptation (NeurIPS2020)

Graph Domain Adaptaion ⭐ 43

PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)

Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]

Visda2019 Multisource ⭐ 38

Source code of our submission (Rank 1) for Multi-Source Domain Adaptation task in VisDA-2019

[ICML 2022]Source code for "A Closer Look at Smoothness in Domain Adversarial Training",

Climategan ⭐ 36

Code and pre-trained model for the algorithm generating visualisations of 3 climate change related events: floods, wildfires and smog.

Code for "Adversarial-Learned Loss for Domain Adaptation"(AAAI2020) in PyTorch.

Code of TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation, WACV 2023

Benchmarktransferlearning ⭐ 30

Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis

Adda Pytorch ⭐ 29

Implementation of "Adversarial Discriminative Domain Adaptation" on pytorch

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation (CVPR 2021)

Carla_cil_pytorch ⭐ 27

A pytorch implementation to train the conditional imitation learning policy in "Visual-based Autonomous Driving Deployment from a Stochastic and Uncertainty-aware Perspective".

Fada Pytorch ⭐ 26

pytorch implement for the paper Few-Shot Adversarial Domain Adaptation

[AAAI 2021] Code release for "Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation" https://arxiv.org/abs/2012.06995

Pytorch Domain Adaptation ⭐ 24

Unofficial pytorch implementation of algorithms for domain adaptation

Official Implementation of Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation https://arxiv.org/abs/2105.05013

Pytorch implementation of Deep Reconstruction Classification Networks

Hierarchical Domain Adaptation ⭐ 23

Code of NAACL 2022 "Efficient Hierarchical Domain Adaptation for Pretrained Language Models" paper.

Rul Datasets ⭐ 23

A collection of datasets for RUL estimation as Lightning Data Modules.

Domain Adaptation Papers And Codes ⭐ 23

Adaptor will help you to adapt a language model to your own data domain, task, or custom research objective(s).

Adagraph ⭐ 20

PyTorch implementation of AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs

Deep Unsupervised Domain Adaptation ⭐ 20

Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

Swd_pytorch ⭐ 19

An unofficial PyTorch implementation for CVPR 2019 work "Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation"

Pointcloududa ⭐ 19

[IEEE-TMI 2021] This is our PyTorch implementation for Adapt Everywhere paper on unsupervised domain adaptation using entropy and point-cloud paper.

Memoryadaptnet Master ⭐ 18

Domain Adaptation ⭐ 18

Rul Adapt ⭐ 17

A collection of unsupervised domain adaption algorithms for RUL estimation.

Multichannel Semseg With Uda ⭐ 16

Multichannel Semantic Segmentation with Unsupervised Domain Adaptation

"DACL: Learning a Domain-Agnostic Contrastive Representation for Dense Prediction beyond Distribution Gap" (arXiv)

Mutual To Separate ⭐ 15

Code release for Mind the Gap: Enlarging the Domain Gap in Open Set Domain Adaptation (TCSVT 2023)

H2fa_r Cnn ⭐ 14

H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-domain Weakly Supervised Object Detection, in CVPR 2022

Mdd Domain Adaptation ⭐ 14

Simple reimplementation of Maximum Density Divergence for Unsupervised Domain Adaptation (https://arxiv.org/abs/2004.12615) in PyTorch Lightning

Learning joint Segmentation of Tissues And Brain Lesions (jSTABL) from task-specific hetero-modal domain-shifted datasets

Bert Aad ⭐ 13

Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation

Camdisthumanpose3d ⭐ 13

Official repository of "Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning", ICCV 2021

Imagetranslation ⭐ 12

pytorch, pix2pix, CycleGAN, DiscoGAN, BicycleGAN, UNIT, MUNIT, pix2pixHD, vid2vid

Ilm Assl ⭐ 12

Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation

Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.

Pytorch Deep Coral ⭐ 12

This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for Deep Domain Adaptation. Baochen Sun and Kate Saenko (ECCV 2016).

AVocaDo : Strategy for Adapting Vocabulary to Downstream Domain

Fada Pytorch ⭐ 11

PyTorch implementation of https://arxiv.org/abs/1711.02536

Pttd Dehazing ⭐ 10

Official implementation of "Prompt-based test-time real image dehazing: a novel pipeline".

Pytorch code for “Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment ” (DRMEA) (AAAI 2020).

Domain Adaptation On Pacs Dataset ⭐ 10

Implementation of Domain adaptation on PACS dataset using a modified version of Alexnet.

Tri Loss Unsupervised ⭐ 9

Pytorch Implementation of TripLet Loss for Unsupervised Domain Adaptation

Source code for "Online Unsupervised Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions", ECCV 2022. This is the code has been implemented to perform training and evaluation of UDA approaches in continuous scenarios. The library has been implemented in PyTorch 1.7.1. Some newer versions should work as well.

Null-sampling for Interpretable and Fair Representations

A DIRT-T Approach to Unsupervised Domain Adaptation for Pytorch

Dg Net Pp ⭐ 8

Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification. ECCV'20 (Oral)

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

DL tool for white matter hyperintensities segmentation

Adamatch Pytorch ⭐ 8

A PyTorch implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

[ECCV2022] 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling

Unsupervised Domain Adaptation by Backpropagation

Associative Domain Adaptation ⭐ 7

A simple domain adaptation example

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