Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Updated
May 29, 2024 - Python
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
POT : Python Optimal Transport
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
Domain-Adversarial Neural Network in Tensorflow
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
A collection of implementations of deep domain adaptation algorithms
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
pytorch implementation of Domain-Adversarial Training of Neural Networks
Awesome Multitask Learning Resources
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
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.
python 3 pytorch implementation of DANN
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
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