v1v2v3 (latest)

SpectralGPT: Spectral Remote Sensing Foundation Model

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

13 November 2023

Bing Zhang

Yuxuan Li

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)Github

Papers citing "SpectralGPT: Spectral Remote Sensing Foundation Model"

50 / 102 papers shown

RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation

Nicolas Houdré

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UniDiff: Parameter-Efficient Adaptation of Diffusion Models for Land Cover Classification with Multi-Modal Remotely Sensed Imagery and Sparse Annotations

Yuzhen Hu

Saurabh Prasad

101

29 Nov 2025

EoS-FM: Can an Ensemble of Specialist Models act as a Generalist Feature Extractor?

157

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Artificial intelligence for methane detection: from continuous monitoring to verified mitigation

Anna Allen

Gonzalo Mateo-García

Itziar Irakulis-Loitxate

Manuel Montesino San Martín

Marc Watine

...

Claudio Cifarelli

Manfredi Caltagirone

Luis Guanter

Richard E. Turner

Manfredi Caltagirone

26 Nov 2025

Label-Efficient 3D Forest Mapping: Self-Supervised and Transfer Learning for Individual, Structural, and Species Analysis

Aldino Rizaldy

Fabian Ewald Fassnacht

175

09 Nov 2025

Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning

431

04 Nov 2025

SpecAware: A Spectral-Content Aware Foundation Model for Unifying Multi-Sensor Learning in Hyperspectral Remote Sensing Mapping

145

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ZeroFlood: Flood Hazard Mapping from Single-Modality SAR Using Geo-Foundation Models

Hyeongkyun Kim

Orestis Oikonomou

AI4CE VGen

161

27 Oct 2025

Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges

270

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WaveMAE: Wavelet decomposition Masked Auto-Encoder for Remote Sensing

160

26 Oct 2025

SITS-DECO: A Generative Decoder Is All You Need For Multitask Satellite Image Time Series Modelling

Samuel J. Barrett

Docko Sow

159

21 Oct 2025

Do Satellite Tasks Need Special Pretraining?

238

19 Oct 2025

Data-Centric AI for Tropical Agricultural Mapping: Challenges, Strategies and Scalable Solutions

Mateus Pinto da Silva

Sabrina P. L. P. Correa

Hugo Oliveira

Ian Nunes

J. A. dos Santos

175

17 Oct 2025

PointNSP: Autoregressive 3D Point Cloud Generation with Next-Scale Level-of-Detail Prediction

506

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Mapping Rio de Janeiro's favelas: general-purpose vs. satellite-specific neural networks

Vanderlei Pascoal De Matos

Helen Gurgel

Nadine Dessay

115

04 Oct 2025

GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data

160

30 Sep 2025

DescribeEarth: Describe Anything for Remote Sensing Images

207

30 Sep 2025

FUSAR-KLIP: Towards Multimodal Foundation Models for Remote Sensing

313

28 Sep 2025

Zero-Shot Multi-Spectral Learning: Reimagining a Generalist Multimodal Gemini 2.5 Model for Remote Sensing Applications

159

23 Sep 2025

Remote Sensing-Oriented World Model

314

22 Sep 2025

EMind: A Foundation Model for Multi-task Electromagnetic Signals Understanding

...

239

26 Aug 2025

Annotation-Free Open-Vocabulary Segmentation for Remote-Sensing Images

156

25 Aug 2025

MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data

319

14 Aug 2025

HyperKD: Distilling Cross-Spectral Knowledge in Masked Autoencoders via Inverse Domain Shift with Spatial-Aware Masking and Specialized Loss

Abdul Matin

Tanjim Bin Faruk

Shrideep Pallickara

Sangmi Lee Pallickara

141

13 Aug 2025

Hyperspectral Imaging

240

11 Aug 2025

SUIT: Spatial-Spectral Union-Intersection Interaction Network for Hyperspectral Object Tracking

278

10 Aug 2025

TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders

Tanjim Bin Faruk

Abdul Matin

Shrideep Pallickara

Sangmi Lee Pallickara

123

09 Aug 2025

Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges

231

09 Aug 2025

SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images

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175

07 Aug 2025

SpectralX: Parameter-efficient Domain Generalization for Spectral Remote Sensing Foundation Models

262

03 Aug 2025

A Survey of Multimodal Hallucination Evaluation and Detection

477

25 Jul 2025

M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision

325

22 Jul 2025

TESSERA: Precomputed FAIR Global Pixel Embeddings for Earth Representation and Analysis

...

777

25 Jun 2025

Artificial Intelligence for Atmospheric Sciences: A Research Roadmap

Martha Arbayani Zaidan

Naser Hossein Motlagh

281

19 Jun 2025

PR-DETR: Injecting Position and Relation Prior for Dense Video Captioning

265

19 Jun 2025

Deep Diffusion Models and Unsupervised Hyperspectral Unmixing for Realistic Abundance Map Synthesis

186

16 Jun 2025

AgriPotential: A Novel Multi-Spectral and Multi-Temporal Remote Sensing Dataset for Agricultural PotentialsInternational Conference on Content-Based Multimedia Indexing (CBMI), 2025

Mohammad El Sakka

Caroline De Pourtales

Lotfi Chaari

Josiane Mothe

267

13 Jun 2025

Geospatial Foundation Models to Enable Progress on Sustainable Development Goals

369

30 May 2025

DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response

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530

27 May 2025

REOBench: Benchmarking Robustness of Earth Observation Foundation Models

420

22 May 2025

Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification

351

21 May 2025

TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series

448

13 May 2025

Joint Super-Resolution and Segmentation for 1-m Impervious Surface Area Mapping in China's Yangtze River Economic Belt

371

08 May 2025

Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding Approach

306

06 May 2025

SpectrumFM: A Foundation Model for Intelligent Spectrum Management

366

02 May 2025

A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning

Anan Yaghmour

Melba M. Crawford

Saurabh Prasad

247

02 May 2025

CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis

Alexander Studier-Fischer

Berkin Özdemir

Lena Maier-Hein

Slobodan Ilic

427

27 Apr 2025

Exploring Generalizable Pre-training for Real-world Change Detection via Geometric EstimationIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025

332

19 Apr 2025

A Complex-valued SAR Foundation Model Based on Physically Inspired Representation Learning

257

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Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks

424

14 Apr 2025