There are 46 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
《迁移学习简明手册》LaTex源码
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
A collection of implementations of deep domain adaptation algorithms
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
Collection of awesome test-time (domain/batch/instance) adaptation methods
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
Awesome Multitask Learning Resources
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
A library for ML benchmarking. It's powerful.
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!
Domain adaptation made easy. Fully featured, modular, and customizable.
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
Domain Adaptive Faster R-CNN in PyTorch
Awesome Domain Adaptation Python Toolbox