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Top 7 unsupervised-domain-adaptation open source projects

Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling

✭ 43

matlab python M zero-shot-learning structured-prediction domain-adaptation pseudo-labeling unsupervised-domain-adaptation office-home

CADA

Attending to Discriminative Certainty for Domain Adaptation

✭ 17

lua shell cvpr adversarial-learning domain-adaptation bayesian-deep-learning unsupervised-domain-adaptation

DA-RetinaNet

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'

✭ 31

python Jupyter Notebook Dockerfile object-detection pascal-voc cityscapes domain-adaptation cyclegan retinanet google-colab unsupervised-domain-adaptation cityscapes-dataset detectron2 coco-annotations domain-adaptation-object-detection da-retinanet foggy-cityscapes

ACAN

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

✭ 23

python sentiment-classification domain-adaptation unsupervised-domain-adaptation

Attentive-WaveBlock

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

✭ 17

python person-reid unsupervised-domain-adaptation

publications-arruda-ijcnn-2019

Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night

✭ 59

python generative-adversarial-network faster-rcnn object-detection cyclegan unsupervised-domain-adaptation

centernet-uda

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

✭ 20

python C++Cuda c shell neural-network image-processing cnn pytorch uda unsupervised-domain-adaptation centernet

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