Machine-Learned 3D Building Vectorization From Satellite Imagery. - Yi Wang 072; Stefano Zorzi; Ksenia Bittner (CVPR Workshops, 2021)

Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels. - Chenying Liu 001; Conrad M. Albrecht; Yi Wang 072; Xiao Xiang Zhu 001 (IEEE Big Data, 2022)

Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection. - Yi Wang 072; Chenying Liu 001; Arti Tiwari; Micha Silver; Arnon Karnieli; Xiao Xiang Zhu 001; Conrad M. Albrecht (IEEE Big Data, 2022)

Monitoring Urban Forests from Auto-Generated Segmentation MAPS. - Conrad M. Albrecht; Chenying Liu 001; Yi Wang 072; Levente J. Klein; Xiao Xiang Zhu 001 (IGARSS, 2022)

Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning. - Yi Wang 072; Conrad M. Albrecht; Xiao Xiang Zhu 001 (IGARSS, 2022)

Self-supervised Learning in Remote Sensing: A Review. - Yi Wang 072; Conrad M. Albrecht; Nassim Ait Ali Braham; Lichao Mou; Xiao Xiang Zhu 001 (CoRR, 2022)

EarthNets: Empowering AI in Earth Observation. - Zhitong Xiong; Fahong Zhang 001; Yi Wang 072; Yilei Shi; Xiao Xiang Zhu 001 (CoRR, 2022)

SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation. - Yi Wang 072; Nassim Ait Ali Braham; Zhitong Xiong; Chenying Liu 001; Conrad M. Albrecht; Xiao Xiang Zhu 001 (CoRR, 2022)

Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View AssignmentCRediT. - Shivam Pande; Nassim Ait Ali Braham; Yi Wang 072; Conrad M. Albrecht; Biplab Banerjee; Xiao Xiang Zhu 001 (IGARSS, 2023)

GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data. - Zhitong Xiong; Sining Chen; Yi Wang 072; Lichao Mou; Xiao Xiang Zhu 001 (CoRR, 2023)

Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment. - Shivam Pande; Nassim Ait Ali Braham; Yi Wang 072; Conrad M. Albrecht; Biplab Banerjee; Xiao Xiang Zhu 001 (CoRR, 2023)

DeCUR: decoupling common & unique representations for multimodal self-supervision. - Yi Wang 072; Conrad M. Albrecht; Nassim Ait Ali Braham; Chenying Liu 001; Zhitong Xiong; Xiao Xiang Zhu 001 (CoRR, 2023)

Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data. - Ridvan Salih Kuzu; Leonardo Bagaglini; Yi Wang 072; Corneliu Octavian Dumitru; Nassim Ait Ali Braham; Giorgio Pasquali; Filippo Santarelli; Francesco Trillo; Sudipan Saha; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning. - Yi Wang 072; Conrad M. Albrecht; Nassim Ait Ali Braham; Chenying Liu 001; Zhitong Xiong; Xiao Xiang Zhu 001 (ECCV (29), 2024)

Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation. - Chenying Liu 001; Conrad M. Albrecht; Yi Wang 072; Xiao Xiang Zhu 001 (IGARSS, 2024)

Post-Earthquake SAR-Optical Dataset for Quick Damaged-Building Detection. - Yao Sun 005; Yi Wang 072; Michael Eineder (IGARSS, 2024)

Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining. - Yi Wang 072; Conrad M. Albrecht; Xiao Xiang Zhu 001 (IGARSS, 2024)

One for All: Toward Unified Foundation Models for Earth Vision. - Zhitong Xiong; Yi Wang 072; Fahong Zhang 001; Xiao Xiang Zhu 001 (IGARSS, 2024)

Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. - Zhitong Xiong; Yi Wang 072; Fahong Zhang 001; Adam J. Stewart; Joëlle Hanna; Damian Borth; Ioannis Papoutsis; Bertrand Le Saux; Gustau Camps-Valls; Xiao Xiang Zhu 001 (CoRR, 2024)

CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation. - Chenying Liu 001; Conrad M. Albrecht; Yi Wang 072; Xiao Xiang Zhu 001 (CoRR, 2024)

On the Foundations of Earth and Climate Foundation Models. - Xiao Xiang Zhu 001; Zhitong Xiong; Yi Wang 072; Adam J. Stewart; Konrad Heidler; Yuanyuan Wang 002; Zhenghang Yuan; Thomas Dujardin; Qingsong Xu; Yilei Shi (CoRR, 2024)

Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining. - Yi Wang 072; Conrad M. Albrecht; Xiao Xiang Zhu 001 (CoRR, 2024)

QuickQuakeBuildings: Post-Earthquake SAR-Optical Dataset for Quick Damaged-Building Detection. - Yao Sun 005; Yi Wang 072; Michael Eineder (IEEE Geosci. Remote. Sens. Lett., 2024)

AIO2: Online Correction of Object Labels for Deep Learning With Incomplete Annotation in Remote Sensing Image Segmentation. - Chenying Liu 001; Conrad M. Albrecht; Yi Wang 072; Qingyu Li; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining. - Yi Wang 072; Conrad M. Albrecht; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

EuroSAT-SAR. - Yi Wang 072; Hugo Hernández Hernández; Conrad M. Albrecht; Xiao Xiang Zhu 001 (IEEE DataPort, 2024)

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation. - Leonard Waldmann; Ando Shah; Yi Wang 072; Nils Lehmann; Adam J. Stewart; Zhitong Xiong; Xiao Xiang Zhu 001; Stefan Bauer; John Chuang (CVPR Workshops, 2025)

SpectralEarth: Training Hyperspectral Foundation Models at Scale. - Nassim Ait Ali Braham; Conrad M. Albrecht; Julien Mairal; Jocelyn Chanussot; Yi Wang 072; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing. - Yi Wang 072; Hugo Hernández Hernández; Conrad M. Albrecht; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation. - Chenying Liu 001; Conrad M. Albrecht; Yi Wang 072; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models. - Zhitong Xiong; Yi Wang 072; Weikang Yu; Adam J. Stewart; Jie Zhao 021; Nils Lehmann; Thomas Dujardin; Zhenghang Yuan; Pedram Ghamisi; Xiao Xiang Zhu 001 (CoRR, 2025)

Towards a Unified Copernicus Foundation Model for Earth Vision. - Yi Wang 072; Zhitong Xiong; Chenying Liu 001; Adam J. Stewart; Thomas Dujardin; Nikolaos-Ioannis Bountos; Angelos Zavras; Franziska Gerken; Ioannis Papoutsis; Laura Leal-Taixé; Xiao Xiang Zhu 001 (CoRR, 2025)

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification. - Yang Mu; Zhitong Xiong; Yi Wang 072; Muhammad Shahzad 002; Franz Essl; Mark van Kleunen; Xiao Xiang Zhu 001 (CoRR, 2025)