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The Top 23 Domain Adaptation Open Source Projects

Open source projects categorized as Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Cac Unet Digestpath2019 ⭐ 84
1st to MICCAI DigestPath2019 challenge (https://digestpath2019.grand-challenge.org/Home/) on colonoscopy tissue segmentation and classification task. (MICCAI 2019) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
most recent commit a year ago
Ddc Transfer Learning ⭐ 84
A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance
most recent commit 5 years ago
Iast Eccv2020 ⭐ 83
IAST: Instance Adaptive Self-training for Unsupervised Domain Adaptation (ECCV 2020) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
most recent commit 2 years ago
Da_detection ⭐ 83
Progressive Domain Adaptation for Object Detection
most recent commit 2 years ago
Lidar Distillation ⭐ 83
[ECCV 2022] LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection
most recent commit a year ago
Moving Semantic Transfer Network ⭐ 82
Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation
most recent commit 6 years ago
Hyperdomainnet ⭐ 81
Official Implementation for "HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks" (NeurIPS 2022)
most recent commit 8 months ago
Kd3a ⭐ 81
Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".
most recent commit 2 years ago
M Adda ⭐ 81
Domain Adaptation Based on the Triplet Loss
most recent commit 5 years ago
Awesome Artificial Intelligence Research ⭐ 80
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
most recent commit a year ago
Cdcl Human Part Segmentation ⭐ 80
Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
most recent commit 4 years ago
Wdgrl ⭐ 79
most recent commit 6 years ago
Transformers Domain Adaptation ⭐ 79
Adapt Transformer-based language models to new text domains
total releases 6most recent commit 9 months ago
Pytorch Ada ⭐ 79
Another Domain Adaptation library, aimed at researchers.
most recent commit a year ago
Detectron Self Train ⭐ 78
A PyTorch Detectron codebase for domain adaptation of object detectors.
most recent commit 5 years ago
3dkeypoints Da ⭐ 78
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency
most recent commit 5 years ago
Adatime ⭐ 77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
most recent commit a year ago
Ssda Yolo ⭐ 77
Codes for my paper "SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection"
most recent commit a year ago
Learning Texture Invariant Representation ⭐ 77
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation, CVPR 2020
most recent commit 4 years ago
Virtualcapsuleendoscopy ⭐ 76
VR-Caps: A Virtual Environment for Active Capsule Endoscopy
most recent commit 2 years ago
Convolutional Handwriting Gan ⭐ 75
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
most recent commit 3 years ago
Ccm ⭐ 75
[ECCV2020] Content-Consistent Matching for Domain Adaptive Semantic Segmentation
most recent commit 3 years ago
Ml Cvpr2019 Swd ⭐ 74
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation. In CVPR 2019.
most recent commit 4 years ago
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