Yi Wang

44 papers B 2C 7Journal 32Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
EO-VAE: Towards A Multi-sensor Tokenizer for Earth Observation Data.
CoRR
Nils Lehmann, Yi Wang, Zhitong Xiong, Xiao Xiang Zhu
2025 J jnl
CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu
2025 J jnl
Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yi Wang, Hugo Hernández Hernández, Conrad M. Albrecht, Xiao Xiang Zhu
2025 J jnl
GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models.
CoRR
Zhitong Xiong, Yi Wang, Weikang Yu, Adam J. Stewart, Jie Zhao, Nils Lehmann, Thomas Dujardin, Zhenghang Yuan, Pedram Ghamisi, Xiao Xiang Zhu
2025 J jnl
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification.
CoRR
Yang Mu, Zhitong Xiong, Yi Wang, Muhammad Shahzad, Franz Essl, Mark van Kleunen, Xiao Xiang Zhu
2025 — conf
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation.
CVPR Workshops
Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang
2025 J jnl
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation.
CoRR
Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang
2025 J jnl
SpectralEarth: Training Hyperspectral Foundation Models at Scale.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu
2025 J jnl
Towards a Unified Copernicus Foundation Model for Earth Vision.
CoRR
Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos-Ioannis Bountos, Angelos Zavras, Franziska Gerken, Ioannis Papoutsis, Laura Leal-Taixé, Xiao Xiang Zhu
2024 J jnl
AIO2: Online Correction of Object Labels for Deep Learning With Incomplete Annotation in Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Chenying Liu, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiao Xiang Zhu
2024 J jnl
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation.
CoRR
Chenying Liu, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiao Xiang Zhu
2024 J jnl
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation.
CoRR
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu
2024 — conf
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning.
ECCV (29)
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
2024 J jnl
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining.
CoRR
Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu
2024 C conf
Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining.
IGARSS
Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu
2024 J jnl
Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining.
IEEE Trans. Geosci. Remote. Sens.
Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu
2024 J jnl
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities.
CoRR
Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu
2024 J jnl
On the Foundations of Earth and Climate Foundation Models.
CoRR
Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi
2024 C conf
One for All: Toward Unified Foundation Models for Earth Vision.
IGARSS
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu
2024 J jnl
One for All: Toward Unified Foundation Models for Earth Vision.
CoRR
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu
2024 C conf
Post-Earthquake SAR-Optical Dataset for Quick Damaged-Building Detection.
IGARSS
Yao Sun, Yi Wang, Michael Eineder
2024 J jnl
QuickQuakeBuildings: Post-Earthquake SAR-Optical Dataset for Quick Damaged-Building Detection.
IEEE Geosci. Remote. Sens. Lett.
Yao Sun, Yi Wang, Michael Eineder
2024 J jnl
SpectralEarth: Training Hyperspectral Foundation Models at Scale.
CoRR
Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiao Xiang Zhu
2024 C conf
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation.
IGARSS
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu
2024 J jnl
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation.
CoRR
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu
2023 J jnl
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ridvan Salih Kuzu, Leonardo Bagaglini, Yi Wang, Corneliu Octavian Dumitru, Nassim Ait Ali Braham, Giorgio Pasquali, Filippo Santarelli, Francesco Trillo, Sudipan Saha, Xiao Xiang Zhu
2023 J jnl
DeCUR: decoupling common & unique representations for multimodal self-supervision.
CoRR
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection.
CoRR
Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht
2023 J jnl
Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing.
CoRR
Yi Wang, Hugo Hernández Hernández, Conrad M. Albrecht, Xiao Xiang Zhu
2023 J jnl
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data.
CoRR
Zhitong Xiong, Sining Chen, Yi Wang, Lichao Mou, Xiao Xiang Zhu
2023 J jnl
QuickQuakeBuildings: Post-earthquake SAR-Optical Dataset for Quick Damaged-building Detection.
CoRR
Yao Sun, Yi Wang, Michael Eineder
2023 C conf
Semi-Supervised Learning for Hyperspectral Images by Non Parametrically Predicting View Assignment
IGARSS
Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu
2023 J jnl
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment.
CoRR
Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu
2022 B conf
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection.
IEEE Big Data
Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht
2022 J jnl
EarthNets: Empowering AI in Earth Observation.
CoRR
Zhitong Xiong, Fahong Zhang, Yi Wang, Yilei Shi, Xiao Xiang Zhu
2022 C conf
Monitoring Urban Forests from Auto-Generated Segmentation MAPS.
IGARSS
Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu
2022 J jnl
Monitoring Urban Forests from Auto-Generated Segmentation Maps.
CoRR
Conrad M. Albrecht, Chenying Liu, Yi Wang, Levente J. Klein, Xiao Xiang Zhu
2022 B conf
Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels.
IEEE Big Data
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu
2022 J jnl
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation.
CoRR
Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M. Albrecht, Xiao Xiang Zhu
2022 C conf
Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning.
IGARSS
Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu
2022 J jnl
Self-supervised Learning in Remote Sensing: A Review.
CoRR
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu
2022 J jnl
Self-supervised Vision Transformers for Joint SAR-optical Representation Learning.
CoRR
Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu
2021 — conf
Machine-Learned 3D Building Vectorization From Satellite Imagery.
CVPR Workshops
Yi Wang, Stefano Zorzi, Ksenia Bittner
2021 J jnl
Machine-learned 3D Building Vectorization from Satellite Imagery.
CoRR
Yi Wang, Stefano Zorzi, Ksenia Bittner