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authored 3 papers about 6 hours ago

GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models

Paper • 2503.06312 • Published Mar 8, 2025

ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models

Paper • 2402.11325 • Published Feb 17, 2024

RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data

Paper • 2210.12634 • Published Oct 23, 2022

authored a paper about 7 hours ago

EO-VAE: Towards A Multi-sensor Tokenizer for Earth Observation Data

Paper • 2602.12177 • Published Feb 12

authored a paper about 8 hours ago

TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation

Paper • 2603.19039 • Published 4 days ago • 42

authored 8 papers 9 months ago

SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model

Paper • 2401.09712 • Published Jan 18, 2024 • 1

Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation

Paper • 2403.15356 • Published Mar 22, 2024

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning

Paper • 2309.05300 • Published Sep 11, 2023

SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation

Paper • 2211.07044 • Published Nov 13, 2022

GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data

Paper • 2305.14914 • Published May 24, 2023

Towards a Unified Copernicus Foundation Model for Earth Vision

Paper • 2503.11849 • Published Mar 14, 2025 • 4

REOBench: Benchmarking Robustness of Earth Observation Foundation Models

Paper • 2505.16793 • Published May 22, 2025

EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models

Paper • 2506.01667 • Published Jun 2, 2025 • 21