Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation

Graph Embedding and Distribution Adaptation for Domain Adaptation in Hyperspectral Image Classification

[AAAI 2024] Prompt-based Distribution Alignment for Unsupervised Domain Adaptation

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

Local Context-Aware Active Domain Adaptation (ICCV 2023)

resource collection for transfer learning!

Implementation of Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation (KTL-DDS)

Unofficial implementation of some fantastic shallow domain adaptation (SDA) methods.

Visual Domain Adaptation with Manifold Embedded Distribution Alignment (ACM MM'18)

[An Introduction to Materials Informatics, Prof. Zhang Tong-yi] The transfer learning code for understanding and teaching : Boosting for transfer learning with single / multiple source(s)

A collection of AWESOME things about domian adaptation

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

定时获取谷歌学术和arxiv论文的相关更新 (代码只有一个py文件，较简单有注释)

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal proce…

[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406

This is the Official PyTorch implemention of our ICASSP2024 paper "G2G: Generalized Learning by Cross-Domain Knowledge Transfer for Federated Domain Generalization".

Domain Adaptation with Adversarial Training on Penultimate Activations (AAAI 2023)

Official implementation of Adaptive Graph Learning with Semantic Promotability for Domain Adaptation

Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis （故障诊断）

"SSHT" (Semi-supervised Source Hypothesis Transfer.)

pytorch implementation for Contrastive Adaptation Network

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