Conrad M Albrecht: Publications

AIO2: Online Correction of Object Labels for Deep Learning With Incomplete Annotation in Remote Sensing Image Segmentation

IEEE Transactions on Geoscience and Remote Sensing Institute of Electrical and Electronics Engineers (IEEE) 62 (2024) 1-17

Authors:

Chenying Liu, Conrad M Albrecht, Yi Wang, Qingyu Li, Xiao Xiang Zhu

Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining

IEEE Transactions on Geoscience and Remote Sensing Institute of Electrical and Electronics Engineers (IEEE) 62 (2024) 1-16

Authors:

Yi Wang, Conrad M Albrecht, Xiao Xiang Zhu

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning

ArXiv 2309.053 (2023)

Authors:

Yi Wang, Conrad M Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu

SSL4EO-S12: A large-scale multimodal, multitemporal dataset for self-supervised learning in Earth observation [Software and Data Sets]

IEEE Geoscience and Remote Sensing Magazine Institute of Electrical and Electronics Engineers (IEEE) 11:3 (2023) 98-106

Authors:

Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M Albrecht, Xiao Xiang Zhu

Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection

ArXiv 2308.02225 (2023)

Authors:

Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M Albrecht

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