| 2024 | ECCV | Robust Fine-Tuning and Adaptation of Zero-Shot Models via Adaptive Weight-Space Ensembling. | Mario Dbler, Michael Feil, Robert A. Marsden, Bin Yang |
| 2024 | ECCV | A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-Time Adaptation for Vision-Language Models. | Mario Dbler, Robert A. Marsden, Tobias Raichle, Bin Yang |
| 2024 | ICASSP | Diversity-Aware Buffer for Coping with Temporally Correlated Data Streams in Online Test-Time Adaptation. | Mario Dbler, Florian Marencke, Robert A. Marsden, Bin Yang |
| 2024 | IJCNN | Introducing Intermediate Domains for Effective Self-Training during Test-Time. | Robert A. Marsden, Mario Dbler, Bin Yang |
| 2024 | WACV | Universal Test-time Adaptation through Weight Ensembling, Diversity Weighting, and Prior Correction. | Robert A. Marsden, Mario Dbler, Bin Yang |
| 2023 | CVPR | Robust Mean Teacher for Continual and Gradual Test-Time Adaptation. | Mario Dbler, Robert A. Marsden, Bin Yang |
| 2022 | IJCNN | Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation. | Robert A. Marsden, Alexander Bartler, Mario Dbler, Bin Yang |
| 2022 | IJCNN | Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer. | Robert A. Marsden, Felix Wiewel, Mario Dbler, Yang Yang, Bin Yang |
| 2022 | IROS | An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions. | George Eskandar, Robert A. Marsden, Pavithran Pandiyan, Mario Dbler, Karim Guirguis, Bin Yang |