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Yi Wang
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Year
Self-supervised learning in remote sensing: A review
Y Wang, CM Albrecht, NAA Braham, L Mou, XX Zhu
IEEE Geoscience and Remote Sensing Magazine 10 (4), 213-247, 2022
1352022
Earthnets: Empowering ai in earth observation
Z Xiong, F Zhang, Y Wang, Y Shi, XX Zhu
arXiv preprint arXiv:2210.04936, 2022
562022
SSL4EO-S12: A large-scale multimodal, multitemporal dataset for self-supervised learning in Earth observation [Software and Data Sets]
Y Wang, NAA Braham, Z Xiong, C Liu, CM Albrecht, XX Zhu
IEEE Geoscience and Remote Sensing Magazine 11 (3), 98-106, 2023
442023
Spatial distribution and temporal variation of aerosol optical depth and radiative effect in South China and its adjacent area
M Zhang, Y Wang, Y Ma, L Wang, W Gong, B Liu
Atmospheric environment 188, 120-128, 2018
262018
Self-supervised vision transformers for joint SAR-optical representation learning
Y Wang, CM Albrecht, XX Zhu
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
252022
Machine-learned 3D building vectorization from satellite imagery
Y Wang, S Zorzi, K Bittner
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
222021
Ssl4eo-l: Datasets and foundation models for landsat imagery
A Stewart, N Lehmann, I Corley, Y Wang, YC Chang, NA Ait Ali Braham, ...
Advances in Neural Information Processing Systems 36, 2024
62024
Gamus: A geometry-aware multi-modal semantic segmentation benchmark for remote sensing data
Z Xiong, S Chen, Y Wang, L Mou, XX Zhu
arXiv preprint arXiv:2305.14914, 2023
52023
Monitoring urban forests from auto-generated segmentation maps
CM Albrecht, C Liu, Y Wang, L Klein, XX Zhu
IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022
52022
DeCUR: decoupling common & unique representations for multimodal self-supervision
Y Wang, CM Albrecht, NAA Braham, C Liu, Z Xiong, XX Zhu
arXiv preprint arXiv:2309.05300, 2023
42023
Feature guided masked autoencoder for self-supervised learning in remote sensing
Y Wang, HH Hernández, CM Albrecht, XX Zhu
arXiv preprint arXiv:2310.18653, 2023
32023
Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels
C Liu, CM Albrecht, Y Wang, XX Zhu
2022 IEEE International Conference on Big Data (Big Data), 4842-4847, 2022
22022
One for All: Toward Unified Foundation Models for Earth Vision
Z Xiong, Y Wang, F Zhang, XX Zhu
arXiv preprint arXiv:2401.07527, 2024
12024
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities
Z Xiong, Y Wang, F Zhang, AJ Stewart, J Hanna, D Borth, I Papoutsis, ...
arXiv preprint arXiv:2403.15356, 2024
2024
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
C Liu, CM Albrecht, Y Wang, Q Li, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing, 2024
2024
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation
C Liu, C Albrecht, Y Wang, XX Zhu
arXiv preprint arXiv:2402.16164, 2024
2024
QuickQuakeBuildings: Post-earthquake SAR-Optical Dataset for Quick Damaged-building Detection
Y Sun, Y Wang, M Eineder
arXiv preprint arXiv:2312.06587, 2023
2023
Boosting High Resolution Image Classification with Scaling-up Transformers: Second Place Solution of the CVPPA2023 Deep Nutrient Deficiency Challenge
Y Wang
arXiv preprint arXiv:2309.15277, 2023
2023
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data
RS Kuzu, L Bagaglini, Y Wang, CO Dumitru, NAA Braham, G Pasquali, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023
2023
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Y Wang, C Liu, A Tiwari, M Silver, A Karnieli, XX Zhu, CM Albrecht
2022 IEEE International Conference on Big Data (Big Data), 4888-4892, 2022
2022
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