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Gengchen Mai

GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations

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Mar 20, 2025
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Learning Street View Representations with Spatiotemporal Contrast

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Feb 07, 2025
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The KnowWhereGraph Ontology

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Oct 17, 2024
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Examining the Commitments and Difficulties Inherent in Multimodal Foundation Models for Street View Imagery

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Aug 23, 2024
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Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IAN

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Aug 13, 2024
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TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning

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Jun 21, 2024
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MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations

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May 28, 2024
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Probing the Information Theoretical Roots of Spatial Dependence Measures

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May 28, 2024
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Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation

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Mar 28, 2024
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TransFlower: An Explainable Transformer-Based Model with Flow-to-Flow Attention for Commuting Flow Prediction

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Feb 23, 2024
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