This repo is a collection of AWESOME things about domain adaptation, including papers, code, etc. Feel free to star and fork.

and propose a Deep Unsupervised Progressive Learning (DUPL) method to transfer pretrained deep representations to unseen domains. Specifically, our work performs clustering and fine-tuning of the CNN ...

The main challenge for Source-free Universal Domain Adaptation (SF-UniDA) is determining whether covariate-shifted samples ... In this paper, we propose a new idea of LEArning Decomposition (LEAD), ...

In this work, we explore to emphasize the useful domain-specific features and filter out the harmful ones in explicit and implicit aspects via different feature transfer strategies. Simultaneously, we ...

Accurate climate prediction, particularly precipitation forecasting, remains a cornerstone for agriculture, water resource management, and disaster ...

This approach aims to balance short-term usability with long-term flexibility, helping organizations adapt without relying on ...

This is where it all began—the most basic form of artificial intelligence. Rule-based AI operates strictly on predefined ...