add: 2 papers

README.md

@@ -67,6 +67,14 @@ Related Codes:
 - By topic: [doc/awesome_papers.md](/doc/awesome_paper.md)
 - By date: [doc/awesome_paper_date.md](/doc/awesome_paper_date.md)
 
+*Updated at 2024-08-06:*
+
+- Unsupervised Domain Adaption Harnessing Vision-Language Pre-training [[arxiv](https://arxiv.org/abs/2408.02192)]
+  - Domain adaptation using vision-language pre-training
+
+- Domain penalisation for improved Out-of-Distribution Generalisation [[arxiv](https://arxiv.org/abs/2408.01746)]
+  - OOD using domain penalization
+
 *Updated at 2024-08-05:*
 
 - Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift [[arxiv](http://arxiv.org/abs/2407.18428)]

doc/awesome_paper.md

@@ -771,6 +771,9 @@ Here, we list some papers by topic. For list by date, please refer to [papers by
 
 ## Deep domain adaptation
 
+- Unsupervised Domain Adaption Harnessing Vision-Language Pre-training [[arxiv](https://arxiv.org/abs/2408.02192)]
+  - Domain adaptation using vision-language pre-training
+
 - Can Modifying Data Address Graph Domain Adaptation? [[arxiv](https://arxiv.org/abs/2407.19311)]
   - Alignment and rescaling for graph DA
 
@@ -1958,6 +1961,9 @@ Here, we list some papers by topic. For list by date, please refer to [papers by
 
 ### Papers
 
+- Domain penalisation for improved Out-of-Distribution Generalisation [[arxiv](https://arxiv.org/abs/2408.01746)]
+  - OOD using domain penalization
+
 - Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift [[arxiv](http://arxiv.org/abs/2407.18428)]
   - Domain generalization under invariant feature shift