327 Open source projects that are alternatives of or similar to Transferlearning Tutorial

Awesome Domain Adaptation Python Toolbox

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

resource collection for transfer learning!

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

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

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

Implementation of many transfer learning algorithms in Python with Jupyter notebooks

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

Python toolbox for transfer learning.

Adapt Transformer-based language models to new text domains

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

Awesome Multitask Learning Resources

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

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

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

Deep Transfer Learning Papers

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

Library of transfer learners and domain-adaptive classifiers.

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

A collection of AWESOME things about domian adaptation

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

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

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.

Transfer-Learning-Library

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

awesome mini-program. 微信小程序资料收集。

Open Toolkit for Painless Object Detection

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

CNN image classifier implemented in Keras Notebook 🖼️.

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

A PyTorch Detectron codebase for domain adaptation of object detectors.

一些关于机器学习的学习资料与研究介绍

Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Awsome Japanese Coding Fonts

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.

Domain Adaptive Faster R-CNN in PyTorch

LASER multilingual sentence embeddings as a pip package

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

Awesome Resources for Advanced Computer Vision Topics

🌟 A curated list of Awesome Shiny Apps for Statistics (ASAS)🌟

Applying NLP transfer learning techniques to predict Tweet stance

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

Code for Sluice networks: Learning what to share between loosely related tasks

Improving Generalization via Scalable Neighborhood Component Analysis

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

Almost any Image classification problem using pytorch

Deep Learning: Image classification, feature visualization and transfer learning with Keras

ImageNet-R(endition) and DeepAugment

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

🦄 State-of-the-Art Conversational AI with Transfer Learning

Object classification with CIFAR-10 using transfer learning

CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"