There are 32 repositories under domain-adaptation topic.
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
A collection of AWESOME things about domian adaptation
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
POT : Python Optimal Transport
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Domain-Adversarial Neural Network in Tensorflow
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
A collection of implementations of deep domain adaptation algorithms
pytorch implementation of Domain-Adversarial Training of Neural Networks
Awesome Multitask Learning Resources
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem
IJCAI2020 & IJCV 2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
Domain Adaptive Faster R-CNN in PyTorch
Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)
Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
resource collection for transfer learning!