Domain Generalization with Representation Learning

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

2. Contrastive Self-Supervised Learning: A Survey on Different Architectures (ICAI 2022, 15회 인용)

대조학습, 자기지도

3. Deep representation learning for domain generalization with information bottleneck principle (Pattern Recognition 2023)

표현학습, OOD 일반화, information bottleneck

4. DIVERSIFY: General Framework for Time Series Out-of-distribution Detection and Generalization (ICLR 2023)

OOD 일반화, OOD 탐지, 시계열, 표현학습

5. DOMAIN GENERALIZATION IN ROBUST INVARIANT REPRESENTATION (ICLR 2023)

OOD 일반화, robust, invariant representation

6. Knowledge Distillation-based Domain-invariant Representation Learning for Domain Generalization (IEEE Transactions on Multimedia 2021)

Knowledge Distillation, invariant representation, domain generalizaiton