Domain Generalization with Representation Learning
![post-thumbnail](https://velog.velcdn.com/images/yetsyl0705/post/7106c457-a119-4ae4-b048-d74a72f4614a/image.png)
1. SOoD: Self-Supervised Out-of-Distribution Detection Under Domain Shift for Multi-Class Colorectal Cancer Tissue Types (ICCV 2021, 9회 인용)
자기지도, OOD 탐지, domain shift
![](https://velog.velcdn.com/images/yetsyl0705/post/7713b25c-2848-4da9-aa05-23ae7748c291/image.png)
2. Contrastive Self-Supervised Learning: A Survey on Different Architectures (ICAI 2022, 15회 인용)
대조학습, 자기지도
![](https://velog.velcdn.com/images/yetsyl0705/post/e4f6f83b-915a-4d97-bae6-bc1ce79ce2ae/image.png)
3. Deep representation learning for domain generalization with information bottleneck principle (Pattern Recognition 2023)
![](https://velog.velcdn.com/images/yetsyl0705/post/7a6bfdda-f0c5-441e-858a-78463b4341d4/image.png)
4. DIVERSIFY: General Framework for Time Series Out-of-distribution Detection and Generalization (ICLR 2023)
OOD 일반화, OOD 탐지, 시계열, 표현학습
![](https://velog.velcdn.com/images/yetsyl0705/post/eabd250f-1a3a-4729-9e28-1c36f8951707/image.png)
5. DOMAIN GENERALIZATION IN ROBUST INVARIANT REPRESENTATION (ICLR 2023)
OOD 일반화, robust, invariant representation
![](https://velog.velcdn.com/images/yetsyl0705/post/509a14ef-fd43-4250-a0dc-3a625ec131ed/image.png)
6. Knowledge Distillation-based Domain-invariant Representation Learning for Domain Generalization (IEEE Transactions on Multimedia 2021)
Knowledge Distillation, invariant representation, domain generalizaiton
![](https://velog.velcdn.com/images/yetsyl0705/post/5d9e9c5f-4425-49e8-b110-8d1ca0a48ee5/image.png)
공감하며 읽었습니다. 좋은 글 감사드립니다.