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6 search results found

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Awesome Distribution Shift ⭐ 57

A curated list of papers and resources about the distribution shift in machine learning.

Domain Adaptation using External Knowledge for Sentiment Analysis

[ICLR 2022] Graph-Relational Domain Adaptation

Adagraph ⭐ 20

PyTorch implementation of AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs

[AAAI' 22 ORAL] SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation

Awesome Transfer Learning On Graph ⭐ 13

A curated paper list about transfer learning (mainly domain adaption) on graphs. Graph transfer learning (Graph domain adaption).

Domain Adaptation ⭐ 11

Domain Adaptation with Adversarial Training and Graph Embeddings

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

Civic_issue_dataset ⭐ 5

Civic Issue Detection Dataset from Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues

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