308 Open source projects that are alternatives of or similar to Transfer-learning-materials

A collection of AWESOME things about domian adaptation

Implementation of many transfer learning algorithms in Python with Jupyter notebooks

《迁移学习简明手册》LaTex源码

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.

Awesome Multitask Learning Resources

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

Library of transfer learners and domain-adaptive classifiers.

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

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

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

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

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

Deep Transfer Learning Papers

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

Python toolbox for transfer learning.

Adapt Transformer-based language models to new text domains

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

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

Awesome Domain Adaptation Python Toolbox

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

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

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

Transfer-Learning-Library

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

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

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)

Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

Dialogue Knowledge Transfer Networks (DiKTNet)

stylegan-nada.github.io/

A guide to transfer learning with inception-resnet-v2.

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

🤖 Cozmo the Robot recognizes objects with TensorFlow

Implementation of ULMFit algorithm for text classification via transfer learning

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Source code of our submission (Rank 1) for Multi-Source Domain Adaptation task in VisDA-2019

A collection of projects which explore image classification on chest x-ray images (via the NIH dataset)

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

BERT Dureader多文档阅读理解 排名第七

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

Towards deepfake detection that actually works

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

[CVPR2021] Domain Consensus Clustering for Universal Domain Adaptation

Implementation of Domain Adaption in One-Shot Learning

中文ULMFiT 情感分析 文本分类

Code for implementation of Unlearning Scanner Bias for MRI Harmonisation

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Image classification for everyone.

A Simple but Powerful CNN Trainer For PyTorch

Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification

Repositório dos exemplos e desafios utilizados na disciplina de Visão Computacional do curso de MBA Machine Learning da FIAP

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)

a sklearn wrapper for Google's BERT model

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

Classify whether an image is of a Spiral or an Elliptical Galaxy using Transfer Learning (Tensorflow)

Implementation of a Neural Network that can detect whether a video is in-game or not

Transfer Learning library for Deep Neural Networks.

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Transfer Learning Shootout for PyTorch's model zoo (torchvision)

Face Recognition with Transfer Learning