domain-adaptation · GitHub Topics

#计算机科学#Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transferlearning domain-adaptation transfer-learning survey 深度学习 generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning 机器学习 self-supervised-learning Bukkit style-transfer

Python 13.95 k

4 个月前

zhaoxin94 / awesome-domain-adaptation

#Awesome#A collection of AWESOME things about domian adaptation

transfer-learning domain-adaptation adversarial-learning image-translation Awesome Lists Bukkit zero-shot-learning few-shot-learning optimal-transport

5.28 k

8 个月前

thuml / Transfer-Learning-Library

#计算机科学#Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

domain-adaptation transfer-learning finetune unsupervised-domain-adaptation image-translation adversarial-learning 深度学习 semi-supervised-learning

Python 3.71 k

1 年前

PythonOT / POT

#计算机科学#POT : Python Optimal Transport

optimal-transport numerical-optimization 机器学习 emd ot-mapping-estimation wasserstein-barycenter ot-solver Python wasserstein wasserstein-discriminant-analysis pot domain-adaptation

Python 2.56 k

13 天前

jindongwang / transferlearning-tutorial

《迁移学习简明手册》LaTex源码

transfer-learning domain-adaptation 教程 awsome

TeX 2.52 k

2 年前

artix41 / awesome-transfer-learning

#Awesome#Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

transfer-learning domain-adaptation unsupervised-learning Bukkit Awesome Lists

1.75 k

2 年前

KaiyangZhou / Dassl.pytorch

#计算机科学#A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

PyTorch semi-supervised-learning domain-adaptation domain-generalization 深度学习机器学习机器视觉人工智能深度神经网络

Python 1.33 k

2 年前

rinongal / StyleGAN-nada

domain-adaptation stylegan Generative Adversarial Network

Python 1.18 k

3 年前

tim-learn / awesome-test-time-adaptation

Collection of awesome test-time (domain/batch/instance) adaptation methods

domain-adaptation domain-generalization transfer-learning

1.02 k

13 天前

easezyc / deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

PyTorch domain-adaptation transfer-learning

Python 933

3 年前

fungtion / DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

PyTorch domain-adaptation

Python 884

6 年前

wasidennis / AdaptSegNet

#计算机科学#Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

深度学习机器视觉 domain-adaptation semantic-segmentation Generative Adversarial Network adversarial-learning PyTorch

Python 853

5 年前

BatsResearch / bonito

#大语言模型#A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

大语言模型 synthetic-data synthetic-dataset-generation zero-shot-learning domain-adaptation gpt task-adaptation

Python 778

4 个月前

mbs0221 / Multitask-Learning

#计算机科学#Awesome Multitask Learning Resources

multi-task-learning 深度学习 domain-adaptation transfer-learning meta-learning few-shot-learning convex-optimization federated-learning 机器学习

665

4 年前

pumpikano / tf-dann

Domain-Adversarial Neural Network in Tensorflow

domain-adaptation Tensorflow adversarial-learning

Jupyter Notebook 631

4 年前

cs-chan / Exclusively-Dark-Image-Dataset

#计算机科学#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-da...

机器视觉 object-detection 深度学习 dataset domain-adaptation 图像处理 image-translation

MATLAB 572

2 年前

fungtion / DANN_py3

python 3 pytorch implementation of DANN

Python Docker PyTorch domain-adaptation

Python 537

3 年前