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37 search results found

Transfer Learning Library ⭐ 2,883

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

Daformer ⭐ 404

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

Openunreid ⭐ 275

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

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

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

Everypixelmatters ⭐ 150

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

Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108

pytorch implementation for Contrastive Adaptation Network

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

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'

Da Faster Rcnn ⭐ 35

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

See Mtda ⭐ 27

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

Medical Domain Adaptive Neural Networks ⭐ 25

Adaptive Adversarial Neural Networks for Lossy and Domain-Shifted Medical Image Analysis.

Udasod Upl ⭐ 24

Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning, AAAI Conference on Artificial Intelligence (AAAI), 2022

Probabilisticteacher ⭐ 23

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

Dar Unet ⭐ 22

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

Saic Unsupervised Landmark Detection Neurips2019 ⭐ 20

Code for paper "Object landmark discovery through unsupervised adaptation"

[ECCV 2022] The official repository of our paper "BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation"

Centernet Uda ⭐ 16

This repository holds a small framework to evaluate unsupervised domain adaptation methods in combination with a CenterNet object detection network.

Attentive Waveblock ⭐ 13

[TIP 2022] Pytorch implementation of "Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond"

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).

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

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.

Uda Norm Vae ⭐ 8

Pytorch implementation for the paper: Data augmentation with norm-AE and selective pseudo-labelling for unsupervised domain adaptation

Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).

Adamatch Pytorch ⭐ 8

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

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

Unsupervisedjpegdomainadaptation ⭐ 8

Official implementation of the article "Unsupervised JPEG Domain Adaptation For Practical Digital Forensics"

This is the official implementation of "Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation".

Samb Transformeruda ⭐ 7

Semantic-adaptive Message Broadcasting for Transformer-based UDA

Star Framework ⭐ 7

Code for L2ID CVPRW 2021 paper Improving Semi-Supervised Domain Adaptation Using Effective Target Selection and Semantics

Implementation of CLUDA: Contrastive learning in Unsupervised Domian Adaptation in Semantic Segmentation

Uda Via Joint Adversarial Learning And Self Learning ⭐ 5

Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning

This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation", published at IEEE JBHI 2022

Code implementation of our BMVC 2022 paper: Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition

[ICRA 2023] Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection

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