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Search results for python domain adaptation

domain-adaptation x

372 search results found

Depth-aware Domain Adaptation in Semantic Segmentation

"Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)

Game Feature Learning ⭐ 65

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

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions [WACV 2023]

Da_visualization ⭐ 62

[CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

Pixelda_gan ⭐ 58

Domain Adaptation using GAN

Da Retinanet ⭐ 58

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'

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

Library of transfer learners and domain-adaptive classifiers.

Transfer Learning Fault Diagnosis Pytorch ⭐ 54

A transfer learning fault diagnosis repository covering popular algorithms

(NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

( NeurIPS 2020 ) Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation

Official Implementation of PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation

Visda 2019 Public ⭐ 52

Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)

[ICRA'23] ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation

Mixup_for_uda ⭐ 52

Implementation of Adversarial Domain Adaptation with Domain Mixup (AAAI 2020 Oral).

Unrealperson ⭐ 51

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

Minimal Entropy Correlation Alignment ⭐ 51

Code for the paper "Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation", ICLR 2018

Dwt Domain Adaptation ⭐ 50

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

Domain_adaptation ⭐ 50

this project is the code of domain adaptation referenced by unsupervised domain adaptation by backpropagation(http://machinelearning.wustl.edu/m i realized it on mnist.

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

Implementation of our proposed algorithm in domain adaptation for image classification

Transferring Gans ⭐ 48

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

[TGRS 2022] Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation

Joint distribution optimal transportation for domain adaptation

Event_detector ⭐ 46

Event Detection and Domain Adaptation with Convolutional Neural Networks

Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)

Cross Domain_ner ⭐ 45

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

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

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

codes for Heuristic Domain Adaptation (NeurIPS2020)

Aspect_adversarial ⭐ 43

Aspect-augmented Adversarial Networks for Domain Adaptation

Cosmix Uda ⭐ 43

Official PyTorch implementation of the ECCV 2022 paper "CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation"

Graph Domain Adaptaion ⭐ 43

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

Defrec_and_pcm ⭐ 42

Self-Supervised Learning for Domain Adaptation on Point-Clouds

Ieee_tnnls_tstnet ⭐ 42

Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.

Visda2020 ⭐ 41

VisDA2020: 4th Visual Domain Adaptation Challenge

Usss_iccv19 ⭐ 39

Code for Universal Semi-Supervised Semantic Segmentation models paper accepted in ICCV 2019

Adaboost_seg ⭐ 39

TIP2022 Adaptive Boosting (AdaBoost) for Domain Adaptation ? 🤷‍♀️ Why not ! 🙆‍♀️

Implement of Asymmetric Tri-training for Unsupervised Domain Adaptation

Visda2019 Multisource ⭐ 38

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

Da_dahazing ⭐ 37

Domain Adaptation for Image Dehazing, CVPR2020

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

Detectron Da Faster Rcnn ⭐ 36

Domain Adaptive Faster R-CNN in Detectron

Da Faster Rcnn ⭐ 35

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

Code for the paper "Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation" (AAAI-2019)

(ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

Domain Adaptation using External Knowledge for Sentiment Analysis

Feat2vec ⭐ 32

Code of NAACL paper "Unsupervised Multi-Domain Adaptation with Feature Embeddings"

CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation

Wasserstein Adversarial Domain Adaptation ⭐ 31

Wasserstein Based Domain Adaptation Model

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

[ICLR 2023 Spotlight] Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors

Transferable E2e Absa ⭐ 31

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Unsupervised Domain Adaptation for Computer Vision Tasks

Benchmarktransferlearning ⭐ 30

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

[ICLR 2022] Graph-Relational Domain Adaptation

Task Distillation ⭐ 30

Code for Domain Adaptation Through Task Distillation (ECCV 20)

Adda Pytorch ⭐ 29

Implementation of "Adversarial Discriminative Domain Adaptation" on pytorch

Collaborative and Adversarial Network for Unsupervised Domain Adaptation(iCAN)

Crossner ⭐ 29

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

Meta Paper Daily ⭐ 29

定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件，较简单有注释)

Gipso Sfouda ⭐ 29

Official Pytorch implementation of the ECCV 2022 paper "GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation"

Adda_mnist64 ⭐ 28

Adversarial Discriminative Domain Adaptation with MNIST 64x64 in Lasagne-Theano

Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]

Implementation of Domain Specific Denoising Diffusion Probabilistic Models for Brain Dynamics/EEG Signals

[TPAMI 2021] Code release for "Generalized Domain Conditioned Adaptation Network" https://arxiv.org/abs/2103.12339

Speedplusbaseline ⭐ 27

PyTorch implementations of CNNs and domain-bridging algorithms used in baseline studies of SPEED+ dataset

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

Lidar_transfer ⭐ 27

Code for Langer et al. "Domain Transfer for Semantic Segmentation of LiDAR Data using Deep Neural Networks", IROS, 2020.

Discriminative Feature Alignment ⭐ 27

Discriminative Feature Alignment for Unsupervised Domain Adaptation

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

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".

code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"

Code from the paper "DACS: Domain Adaptation via Cross-domain Mixed Sampling"

Fada Pytorch ⭐ 26

pytorch implement for the paper Few-Shot Adversarial Domain Adaptation

Stmda Retinanet ⭐ 26

Official Detectron2 implementation of STMDA-RetinaNet of our Computer Vision and Image Understanding 2022 work 'A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training'

Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification

implement for paper Rethinking Domain Adaptation Blending target Domain Adaptation by Adversarial Meta Adaptation Network

Cvpr2021 Ssda ⭐ 25

A pytorch implementation for "Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation", which is accepted by CVPR2021.

We extend the SPGAN (our prior work in CVPR2018) to an end-to-end version, named eSPGAN. https://arxiv.org/pdf/1811.10551.pdf

DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains (SIGGRAPH Asia 2022)

Image Statistics Matching ⭐ 24

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

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

Fourier Domain Adaptation for Semantic Segmentation

Pytorch implementation of Deep Reconstruction Classification Networks

Rul Datasets ⭐ 23

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

Hierarchical Domain Adaptation ⭐ 23

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

Probabilisticteacher ⭐ 23

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

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

Self Supervised Da ⭐ 23

self-supervised domain adaptation

Muad Dataset ⭐ 23

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]

Code released for CVPR 2019 paper "Learning to Transfer Examples for Partial Domain Adaptation"

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