Home  | Tags | #p_zhu

#p_zhu

OKS+25

On the Strategy of Exploring Spatio-Temporal Information From Earth Observation Data for Crop Yield Prediction

Smart Agricultural Technology 12.101540. Dec. 2025

#p_zhu

KBM+25

On the Generalization of Representation Uncertainty in Earth Observation

ICCV 2025

#p_zhu

WXL+25

Towards a Unified Copernicus Foundation Model for Earth Vision

ICCV 2025

#p_cremers #p_zhu

LPB+25

Adaptive Gradient Calibration for Single-Positive Multi-Label Learning in Remote Sensing Image Scene Classification

Preprint (Oct. 2025)

#p_zhu

XZ25

Regression in Earth Observation: Are Vision–language Models Up to the Challenge?

IEEE Geoscience and Remote Sensing Magazine Early Access. Sep. 2025

#p_zhu

LMG+25

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation

ISPRS Journal of Photogrammetry and Remote Sensing 227. Sep. 2025

#p_zhu

WSH+25a

RSCLIP for Training-Free Open-Vocabulary Remote Sensing Image Semantic Segmentation

Preprint (Sep. 2025)

#p_zhu

HHZ25

Terragon: A Unified Framework for Earth Observation Data Cube Generation

The Journal of Open Source Software 10.114. Aug. 2025

#p_zhu

CWN+25

Parametric Point Cloud Completion for Polygonal Surface Reconstruction

CVPR 2025

#p_zhu

WSW+25a

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

EARTHVISION @CVPR 2025

#p_zhu

ZAH+25

Deep Learning-Based GNSS-R Global Vegetation Water Content: Dataset, Estimation, and Uncertainty

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Early Access. Jun. 2025

#p_zhu

ZXK+25

Soil Organic Carbon Estimation Using Spaceborne Hyperspectral Composites on a Large Scale

International Journal of Applied Earth Observation and Geoinformation 140. Jun. 2025

#p_zhu

XDS+25

Urban Flood Modeling and Forecasting With Deep Neural Operator and Transfer Learning

Journal of Hydrology in Press, Journal Pre-Proof.133705. Jun. 2025

#p_zhu

CSZ25

Enhancing Monocular Height Estimation via Weak Supervision From Imperfect Labels

Preprint (Jun. 2025)

#p_zhu

ZPX+25

Causal Graph Neural Networks for Robust Wildfire Forecasting Across Geographic Shifts

Preprint (Jun. 2025)

#p_zhu

ZCZ+25

GlobalBuildingAtlas: An Open Global and Complete Dataset of Building Polygons, Heights and LoD1 3D Models

Preprint (Jun. 2025)

#p_zhu

SHK+25

Can Uncertainty Quantification Benefit From Label Embeddings? a Case Study on Local Climate Zone Classification

IEEE Transactions on Geoscience and Remote Sensing 63. May. 2025

#p_zhu

WBZ25

Weak-Strong Graph Contrastive Learning Neural Network for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing Early Access. May. 2025

#p_zhu

ZXZ25

RainScaler: A Physics-Inspired Network for Precipitation Correction and Downscaling

IEEE Transactions on Geoscience and Remote Sensing Early Access. May. 2025

#p_zhu

LMS+25

BANet: A Bilateral Attention Network for Extracting Changed Buildings Between Remote Sensing Imagery and Cadastral Maps

International Journal of Applied Earth Observation and Geoinformation 139.104486. May. 2025

#p_zhu

MGS+25

National-Scale Tree Species Mapping With Deep Learning Reveals Forest Management Insights in Germany

International Journal of Applied Earth Observation and Geoinformation 139.104522. May. 2025

#p_zhu

MXW+25

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification

Preprint (May. 2025)

#p_zhu

ZSZ25

Global Collinearity-Aware Polygonizer for Polygonal Building Mapping in Remote Sensing

Preprint (May. 2025)

#p_zhu

ZXZ+25

ExEBench: Benchmarking Foundation Models on Extreme Earth Events

Preprint (May. 2025)

#p_zhu

ERS+25

The Complex Connection Between Flood Risk and Malaria Dynamics in Sub-Saharan Africa

EGU 2025

#p_zhu

BKZ25

Generating Synthetic Oracle Datasets to Analyze Noise Impact: A Study on Building Function Classification Using Tweets

ECIR 2025

#p_zhu

LTZ25

Identification of the Potential for Roof Greening Using Remote Sensing and Deep Learning

Cities 159.105782. Apr. 2025

#p_zhu

YXM+25

ChatEarthNet: A Global-Scale Image–text Dataset Empowering Vision–language Geo-Foundation Models

Earth System Science Data 17.3. Mar. 2025

#p_zhu

GHE+25

SHAZAM: Self-Supervised Change Monitoring for Hazard Detection and Mapping

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Early Access. Mar. 2025

#p_zhu

LAW+25

CromSS: Cross-Modal Pretraining With Noisy Labels for Remote Sensing Image Segmentation

IEEE Transactions on Geoscience and Remote Sensing 63. Mar. 2025

#p_zhu

XSZ+25

FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting

Scientific Data 12.431. Mar. 2025

#p_zhu

OKO+25

I-WiViG: Interpretable Window Vision GNN

Preprint (Mar. 2025)

#p_zhu

MSZ25

MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification

AAAI 2025

#p_zhu

TDZ25

Global High Categorical Resolution Land Cover Mapping via Weak Supervision

ISPRS Journal of Photogrammetry and Remote Sensing 220. Feb. 2025

#p_zhu

SBZ25

Physics-Aware Machine Learning for Glacier Ice Thickness Estimation: A Case Study for Svalbard

The Cryosphere 19.2. Feb. 2025

#p_zhu

RZT+25

Unsupervised Detection of Building Destruction During War From Publicly Available Radar Satellite Imagery

Preprint (Feb. 2025)

#p_zhu

ZMZ+25

GAIA: A Global, Multi-Modal, Multi-Scale Vision-Language Dataset for Remote Sensing Image Analysis

Preprint (Feb. 2025)

#p_zhu

HGS+25

Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels

IEEE Transactions on Geoscience and Remote Sensing 63. Jan. 2025

#p_zhu

FSG+25

Hybrid Quantum Deep Learning With Superpixel Encoding for Earth Observation Data Classification

IEEE Transactions on Neural Networks and Learning Systems Early Access. Jan. 2025

#p_zhu

LHM+25

Pervasive Glacier Retreats Across Svalbard From 1985 to 2023

Nature Communications 16.705. Jan. 2025

#p_zhu

BZ24

Volcanic Deformation Monitoring Utilizing Deep Learning and Wavelet Transform

AGU 2024

#p_zhu

HOF+24

Opening the Black Box: A Systematic Review on Explainable Artificial Intelligence in Remote Sensing

IEEE Geoscience and Remote Sensing Magazine 12.4. Dec. 2024

#p_akata #p_zhu

ZCX+24

Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation

IEEE Geoscience and Remote Sensing Magazine Early Access. Dec. 2024

#p_zhu

CSN+24

PolyGNN: Polyhedron-Based Graph Neural Network for 3D Building Reconstruction From Point Clouds

ISPRS Journal of Photogrammetry and Remote Sensing 218.A. Dec. 2024

#p_zhu

WSW+24

How Certain Are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning

Preprint (Dec. 2024)

#p_zhu

XWC+24

REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation

Preprint (Dec. 2024)

#p_zhu

LKM+24a

Deep Learning-Based Framework for City-Scale Rooftop Solar Potential Estimation by Considering Roof Superstructures

Applied Energy 374.123839. Nov. 2024

#p_zhu

WHA+24

Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 18. Nov. 2024

#p_zhu

YSD+24

Attention-ConvNet Network for Ocean-Front Prediction via Remote Sensing SST Images

IEEE Transactions on Geoscience and Remote Sensing 62. Nov. 2024

#p_zhu

YZG+24

MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery

IEEE Transactions on Geoscience and Remote Sensing 62. Nov. 2024

#p_zhu

XZW+24a

EarthNets: Empowering Artificial Intelligence for Earth Observation

IEEE Geoscience and Remote Sensing Magazine Early Access. Oct. 2024

#p_zhu

WAZ24

Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining

IEEE Transactions on Geoscience and Remote Sensing 62. Oct. 2024

#p_zhu

XSB+24

Large-Scale Flood Modeling and Forecasting With FloodCast

Water Research 264. Oct. 2024

#p_zhu

HSX+24

Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization

ECCV 2024

#p_zhu

WAB+24

Decoupling Common and Unique Representations for Multimodal Self-Supervised Learning

ECCV 2024

#p_zhu

HNG+24

PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic

IEEE Transactions on Geoscience and Remote Sensing 62. Aug. 2024

#p_zhu

XSW+24

CloudSeg: A Multi-Modal Learning Framework for Robust Land Cover Mapping Under Cloudy Conditions

ISPRS Journal of Photogrammetry and Remote Sensing 214. Aug. 2024

#p_zhu

EKC+24

A Satellite Imagery-Driven Framework for Rapid Resource Allocation in Flood Scenarios to Enhance Loss and Damage Fund Effectiveness

Scientific Reports 14.19290. Aug. 2024

#p_zhu

FSZ24

Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 17. Jul. 2024

#p_zhu

XCS+24

Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation

IEEE Transactions on Geoscience and Remote Sensing 62. Jul. 2024

#p_zhu

YZD+24

MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification

IEEE Transactions on Geoscience and Remote Sensing 62. Jul. 2024

#p_zhu

FSZ24a

Urban Land Cover Classification With Efficient Hybrid Quantum Machine Learning Model

CEC 2024

#p_zhu

HOF+24a

Workshop @CVPR 2024

#p_zhu

OLP+24

Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes

Workshop @CVPR 2024

#p_kilbertus #p_zhu

LAW+24

Task Specific Pretraining With Noisy Labels for Remote Sensing Image Segmentation

IGARSS 2024

#p_zhu

YMH+24a

Referring Image Segmentation for Remote Sensing Data

IGARSS 2024

#p_zhu

ZWZ+24

Deep-Learning-Based Large-Scale Forest Height Generation

IGARSS 2024

#p_zhu

LWH+24

IEEE Geoscience and Remote Sensing Magazine 12.2. Jun. 2024

#p_zhu

GHL+24

Continent-Wide Urban Tree Canopy Fine-Scale Mapping and Coverage Assessment in South America With High-Resolution Satellite Images

ISPRS Journal of Photogrammetry and Remote Sensing 212. Jun. 2024

#p_zhu

HSX+24a

Decouple and Weight Semi-Supervised Semantic Segmentation of Remote Sensing Images

ISPRS Journal of Photogrammetry and Remote Sensing 212. Jun. 2024

#p_zhu

LAW+24a

CromSS: Cross-Modal Pre-Training With Noisy Labels for Remote Sensing Image Segmentation

ML4RS @ICLR 2024

#p_zhu

ZPK+24

Causal Graph Neural Networks for Wildfire Danger Prediction

ML4RS @ICLR 2024

#p_zhu

HKZ+24

Human-in-the-Loop: Towards Label Embeddings for Measuring Classification Difficulty

Preprint (May. 2024)

#p_zhu

ZXW+24

On the Foundations of Earth and Climate Foundation Models

Preprint (May. 2024)

#p_zhu

ECR+24

Rapid Unsupervised Economic Assessment of Urban Flood Damage Using SAR Images

EGU 2024

#p_zhu

MSZ24

A Spectral-Spatial-Temporal Attention Network for Tree Species Mapping Using DESIS Hyperspectral Imagery

EGU 2024

#p_zhu

KJZ24

Can Land Cover Classification Models Benefit From Distance-Aware Architectures?

IEEE Geoscience and Remote Sensing Magazine 21. Apr. 2024

#p_zhu

QWJ+24

HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion

IEEE Transactions on Geoscience and Remote Sensing 62. Apr. 2024

#p_zhu

DKO+24

Interpretable Deep Learning for Consistent Large-Scale Urban Population Estimation Using Earth Observation Data

International Journal of Applied Earth Observation and Geoinformation 128. Apr. 2024

#p_zhu

GHZ24

High-Resolution Satellite Images Reveal the Prevalent Positive Indirect Impact of Urbanization on Urban Tree Canopy Coverage in South America

Landscape and Urban Planning 247. Apr. 2024

#p_zhu

MGS+24a

Nationwide Tree Species Mapping in Germany With Forestformer: Assessing Forest Resilience and Unveiling Distribution Patterns

Preprint (Apr. 2024)

#p_zhu

XZW+24

EarthNets: Empowering AI in Earth Observation

Preprint (Apr. 2024)

#p_zhu

ZLS+24

GlobalBuildingMap -- Unveiling the Mystery of Global Buildings

Preprint (Apr. 2024)

#p_zhu

ZZG+25

Enhancing the Understanding of Urban Green Space Cooling Effects in China's Major Cities With a Sub-Meter Dataset

Preprint (Apr. 2024)

#p_zhu

LMS+24

A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

IEEE Transactions on Geoscience and Remote Sensing 62. Mar. 2024

#p_zhu

YMH+24

RRSIS: Referring Remote Sensing Image Segmentation

IEEE Transactions on Geoscience and Remote Sensing 62. Mar. 2024

#p_zhu

XWZ+24

Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation

Preprint (Mar. 2024)

#p_zhu

LHM+24

A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard

Earth System Science Data 16.2. Feb. 2024

#p_zhu

XYZ+24

Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models

IEEE Transactions on Geoscience and Remote Sensing 62. Feb. 2024

#p_zhu

ZSX+24

Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects

IEEE Transactions on Geoscience and Remote Sensing 62. Jan. 2024

#p_zhu

SOJ+23

MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery

NeurIPS 2023

#p_zhu

XSE+23

Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark

IEEE Transactions on Geoscience and Remote Sensing 62. Dec. 2023

#p_zhu

FSG+23

Hybrid Quantum-Classical Convolutional Neural Network Model for Image Classification

IEEE Transactions on Neural Networks and Learning Systems 35.12. Dec. 2023

#p_zhu

BAM+23

Deep Learning for Subtle Volcanic Deformation Detection With InSAR Data in Central Volcanic Zone

IEEE Transactions on Geoscience and Remote Sensing 61. Oct. 2023

#p_zhu

CSX+23

HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing 61. Oct. 2023

#p_zhu

ZSS+23

Adaptive Morphology Filter: A Lightweight Module for Deep Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing 61. Oct. 2023

#p_zhu

XSB+23

Physics-Aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-Based Hydrology

Preprint (Oct. 2023)

#p_zhu

ORO+22

Exploring Self-Attention for Crop-Type Classification Explainability

Preprint (Oct. 2022)

#p_zhu
Back to Top

0001-01-01 - Last modified: 0001-01-01