| 2024 | ECCV | Decoupling Common and Unique Representations for Multimodal Self-supervised Learning. | Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu |
| 2024 | IGARSS | Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling. | Masato Sakai, Marcus Freitag, Akihisa Sakurai, Conrad M. Albrecht, Hendrik F. Hamann |
| 2024 | IGARSS | Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining. | Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu |
| 2024 | IGARSS | Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation. | Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu |
| 2024 | IGARSS | AutoLCZ: Towards Automatized Local Climate Zone Mapping from Rule-Based Remote Sensing. | Chenying Liu, Hunsoo Song, Anamika Shreevastava, Conrad M. Albrecht |
| 2023 | IGARSS | Above Ground Carbon Biomass Estimate with Physics-Informed Deep Network. | Juan Nathaniel, Gabrielle Nyirjesy, Campbell D. Watson, Conrad M. Albrecht, Levente J. Klein |
| 2023 | IGARSS | Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View Assignment | Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu |
| 2023 | IGARSS | DeepLCZChange: A REMOTE SENSING DEEP LEARNING MODEL ARCHITECTURE FOR URBAN CLIMATE RESILIENCE | Wenlu Sun, Yao Sun, Chenying Liu, Conrad M. Albrecht |
| 2022 | IGARSS | Towards Global Forest Biomass Estimators from Tree Height Data. | Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu |
| 2022 | IGARSS | Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning. | Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu |
| 2022 | IGARSS | Monitoring Urban Forests from Auto-Generated Segmentation MAPS. | Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu |
| 2020 | KDD | Map Generation from Large Scale Incomplete and Inaccurate Data Labels. | Rui Zhang, Conrad M. Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David S. Kung, Siyuan Lu |