syyuan1993

Cross-domain-Alignment-OT

mbdg

gan_of_gan

stylegan project

Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

implicit_alignment

Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"

xformer-multi-source-domain-adaptation

Code to reproduce the experiments in the paper "Transformer Based Multi-Source Domain Adaptation" (EMNLP 2020)

Domain-Adaptation-Amazon-Reviews-papers

Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

CFd

slp_daptmlm

kingdom

Domain Adaptation using External Knowledge for Sentiment Analysis

structural-correspondence-learning-SCL

The code base for the SCL implementation used in "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017 and in "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018

dont-stop-pretraining

Code associated with the Don't Stop Pretraining ACL 2020 paper

domain-adapted-atsc

code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"

Transfer-learning-materials

resource collection for transfer learning!

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

AdaptSum

The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".

LectureBank

LectureBank Dataset

G-SFDA

code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'

awesome-neural-adaptation-in-NLP

Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632

Dassl.pytorch

A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

pacl

PyTroch Implementation of the following paper, "ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation, ICCV'21""

mixstyle-release

Domain Generalization with MixStyle (ICLR'21)

SSDA_MME

Semi-supervised Domain Adaptation via Minimax Entropy

PCS-FUDA

Official implementation of PCS in essay "Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation"

transferlearning

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

EFT

Class Incremental learning, Task Incremental Learning

DomainGeneralizationMarginal

tensor2struct-public

Semantic parsers based on encoder-decoder framework

HCL

ICLR 2021, Contrastive Learning with Hard Negative Samples