Xiao Xiang Zhu
- Papers
- 15
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Authored papers
15TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation
arXiv 2026
REOBench: Benchmarking Robustness of Earth Observation Foundation Models
arXiv 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis
arXiv 2025
On the Generalization of Representation Uncertainty in Earth Observation
ICCV 2025
Towards a Unified Copernicus Foundation Model for Earth Vision
ICCV 2025
Parametric Point Cloud Completion for Polygonal Surface Reconstruction
CVPR 2025 1
GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models
arXiv 2025
FarSLIP: Discovering Effective CLIP Adaptation for Fine-Grained Remote Sensing Understanding
arXiv 2025
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
arXiv 2024
Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation
arXiv 2024
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models
arXiv 2024
Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing
arXiv 2023
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
arXiv 2023
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data
arXiv 2023
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
arXiv 2022
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