Image de couverture de livre

Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Siampou, Maria Despoina, Li, Jialiang, Krumm, John, Shahabi, Cyrus, Lu, Hua
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities
par: Chu, Chen, et autres
Publié: (2025)

TrajRoute: Rethinking Routing with a Simple Trajectory-Based Approach -- Forget the Maps and Traffic!
par: Siampou, Maria Despoina, et autres
Publié: (2024)

WaveGNN: Integrating Graph Neural Networks and Transformers for Decay-Aware Classification of Irregular Clinical Time-Series
par: Hajisafi, Arash, et autres
Publié: (2024)

Mobility-Embedded POIs: Learning What A Place Is and How It Is Used from Human Movement
par: Siampou, Maria Despoina, et autres
Publié: (2026)

TRAJGANR: Trajectory-Centric Urban Multimodal Learning via Geospatially Aligned Neural Representations
par: Siampou, Maria Despoina, et autres
Publié: (2026)

Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints
par: Li, Siyu, et autres
Publié: (2024)

GeoAI in Social Science
par: Li, Wenwen
Publié: (2023)

A comprehensive GeoAI review: Progress, Challenges and Outlooks
par: Boutayeb, Anasse, et autres
Publié: (2024)

The Role of Open-Source LLMs in Shaping the Future of GeoAI
par: Huang, Xiao, et autres
Publié: (2025)

S2Vec: Self-Supervised Geospatial Embeddings for the Built Environment
par: Choudhury, Shushman, et autres
Publié: (2025)

Unbox Responsible GeoAI: Navigating Climate Extreme and Disaster Mapping
par: Li, Hao, et autres
Publié: (2026)

GeoToken: Hierarchical Geolocalization of Images via Next Token Prediction
par: Ghasemi, Narges, et autres
Publié: (2025)

Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors
par: Li, Ziyao, et autres
Publié: (2024)

Evaluating the Alignment Between GeoAI Explanations and Domain Knowledge in Satellite-Based Flood Mapping
par: Lee, Hyunho, et autres
Publié: (2026)

From Bias to Accountability: How the EU AI Act Confronts Challenges in European GeoAI Auditing
par: Matuszczyk, Natalia, et autres
Publié: (2025)

Thermodynamic-Inspired Explainable GeoAI: Uncovering Regime-Dependent Mechanisms in Heterogeneous Spatial Systems
par: Lim, Sooyoung, et autres
Publié: (2026)

Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting
par: Wölker, Yannick, et autres
Publié: (2025)

GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning
par: Liang, Yunlei, et autres
Publié: (2024)

Differentially Private Publication of Electricity Time Series Data in Smart Grids
par: Shaham, Sina, et autres
Publié: (2024)

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation
par: Zhang, Qianheng, et autres
Publié: (2025)

A multi-scale vision transformer-based multimodal GeoAI model for mapping Arctic permafrost thaw
par: Li, Wenwen, et autres
Publié: (2025)

POIFormer: A Transformer-Based Framework for Accurate and Scalable Point-of-Interest Attribution
par: Saxena, Nripsuta Ani, et autres
Publié: (2025)

PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction
par: Yu, Simon, et autres
Publié: (2025)

Tobler's First Law in GeoAI: A Spatially Explicit Deep Learning Model for Terrain Feature Detection Under Weak Supervision
par: Li, Wenwen, et autres
Publié: (2025)

OSMGen: Highly Controllable Satellite Image Synthesis using OpenStreetMap Data
par: Ziashahabi, Amir, et autres
Publié: (2025)

Self-Supervised Representation Learning for Geospatial Objects: A Survey
par: Chen, Yile, et autres
Publié: (2024)

GeoFlow: Agentic Workflow Automation for Geospatial Tasks
par: Bhattaram, Amulya, et autres
Publié: (2025)

GeoX: Mastering Geospatial Reasoning Through Self-Play and Verifiable Rewards
par: Ahn, Kyeongjin, et autres
Publié: (2026)

TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model
par: Hsu, Shang-Ling, et autres
Publié: (2024)

Geospatial Knowledge Graphs
par: Zhu, Rui
Publié: (2024)

Domain2Vec: Vectorizing Datasets to Find the Optimal Data Mixture without Training
par: Zhang, Mozhi, et autres
Publié: (2025)

Equity-Aware Geospatial AI for Forecasting Demand-Driven Hospital Locations in Germany
par: Pant, Piyush, et autres
Publié: (2025)

Earth AI: Unlocking Geospatial Insights with Foundation Models and Cross-Modal Reasoning
par: Bell, Aaron, et autres
Publié: (2025)

OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology Alignment
par: Teymurova, Sevinj, et autres
Publié: (2024)

PolyTouch: A Robust Multi-Modal Tactile Sensor for Contact-rich Manipulation Using Tactile-Diffusion Policies
par: Zhao, Jialiang, et autres
Publié: (2025)

OmniGeo: Towards a Multimodal Large Language Models for Geospatial Artificial Intelligence
par: Yuan, Long, et autres
Publié: (2025)

Design and Report Benchmarks for Knowledge Work
par: Hua, Yining, et autres
Publié: (2026)

Spoken Word2Vec: Learning Skipgram Embeddings from Speech
par: Sayeed, Mohammad Amaan, et autres
Publié: (2023)

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
par: BehnamGhader, Parishad, et autres
Publié: (2024)

Spatiotemporal Heterogeneity of AI-Driven Traffic Flow Patterns and Land Use Interaction: A GeoAI-Based Analysis of Multimodal Urban Mobility
par: Imanov, Olaf Yunus Laitinen
Publié: (2026)