308 Open source projects that are alternatives of or similar to transfer-learning-algorithms

Repository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.

code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

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

《迁移学习简明手册》LaTex源码

Adapt Transformer-based language models to new text domains

( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)

Deep Transfer Learning Papers

Transfer-Learning-Library

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

A collection of AWESOME things about domian adaptation

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Awesome Multitask Learning Resources

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

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

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

Awesome Domain Adaptation Python Toolbox

Library of transfer learners and domain-adaptive classifiers.

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Python toolbox for transfer learning.

resource collection for transfer learning!

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Projects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the…

No description or website provided.

Transfer learning in Caffe: example on how to train CaffeNet on custom dataset

Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.

Speech command recognition DenseNet transfer learning from UrbanSound8k in keras tensorflow

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

使用预训练好的InceptionV3模型对自己的数据进行分类，用这个代码的同学希望可以给一个star

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation (CVPR 2021)

Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

AU_Recognition based on CKPlus/CK database

Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.

No description or website provided.

Implementation of the paper "End to End Learning for Self-Driving Cars"

Repository to identify Lego bricks automatically only using images

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

Code release of "Learning Transferable Features with Deep Adaptation Networks" (ICML 2015)

VisDA2020: 4th Visual Domain Adaptation Challenge in ECCV'20

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

Awesome Graph Self-Supervised Learning

Implementatoin of object detection using Tensorflow 2.1.0 | this can be use in a car for object detection

[ICML 2021] Break-It-Fix-It: Unsupervised Learning for Program Repair

Genre Classification using Convolutional Neural Networks

NLU: domain-intent-slot; text2SQL

A place to keep track of all the annotated papers.

This repository is for the transfer learning or domain adaptive with fault diagnosis.

use transfer learning to detect smoke in images and videos

Code for Paper ''Dual Student: Breaking the Limits of the Teacher in Semi-Supervised Learning'' [ICCV 2019]

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets