Cover Image

Geospatial Diffusion for Land Cover Imperviousness Change Forecasting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Varshney, Debvrat, Vats, Vibhas, Pandey, Bhartendu, Brelsford, Christa, Dias, Philipe
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Markovian View of Iterative-Feedback Loops in Image Generative Models: Neural Resonance and Model Collapse
by: Vats, Vibhas Kumar, et al.
Published: (2026)

GC-MVSNet: Multi-View, Multi-Scale, Geometrically-Consistent Multi-View Stereo
by: Vats, Vibhas K., et al.
Published: (2023)

Blending 3D Geometry and Machine Learning for Multi-View Stereopsis
by: Vats, Vibhas, et al.
Published: (2025)

Geometric Constraints in Deep Learning Frameworks: A Survey
by: Vats, Vibhas K, et al.
Published: (2024)

Comparison of Segmentation Methods in Remote Sensing for Land Use Land Cover
by: Srivastava, Naman, et al.
Published: (2025)

Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping
by: Jamali, Ali, et al.
Published: (2023)

LD-ViCE: Latent Diffusion Model for Video Counterfactual Explanations
by: Varshney, Payal, et al.
Published: (2025)

Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering
by: Varshney, Payal, et al.
Published: (2025)

TerraTorch: The Geospatial Foundation Models Toolkit
by: Gomes, Carlos, et al.
Published: (2025)

ChromaFormer: A Scalable and Accurate Transformer Architecture for Land Cover Classification
by: Li, Mingshi, et al.
Published: (2025)

Geospatial Foundation Models to Enable Progress on Sustainable Development Goals
by: Ghamisi, Pedram, et al.
Published: (2025)

Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI
by: Dionelis, Nikolaos, et al.
Published: (2024)

A Geospatial Approach to Predicting Desert Locust Breeding Grounds in Africa
by: Yusuf, Ibrahim Salihu, et al.
Published: (2024)

Data-Efficient Ensemble Weather Forecasting with Diffusion Models
by: Valencia, Kevin, et al.
Published: (2025)

Adaptive Spectral Feature Forecasting for Diffusion Sampling Acceleration
by: Han, Jiaqi, et al.
Published: (2026)

Shortcut Invariance: Targeted Jacobian Regularization in Disentangled Latent Space
by: Pal, Shivam, et al.
Published: (2025)

AI-ready Snow Radar Echogram Dataset (SRED) for climate change monitoring
by: Ibikunle, Oluwanisola, et al.
Published: (2025)

Geographical Context Matters: Bridging Fine and Coarse Spatial Information to Enhance Continental Land Cover Mapping
by: Ghassemi, Babak, et al.
Published: (2025)

Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer Learning
by: Kunwar, Suman, et al.
Published: (2023)

Multimedia-Aware Question Answering: A Review of Retrieval and Cross-Modal Reasoning Architectures
by: Raja, Rahul, et al.
Published: (2025)

Sims: An Interactive Tool for Geospatial Matching and Clustering
by: Zaytar, Akram, et al.
Published: (2024)

iWatchRoad: Scalable Detection and Geospatial Visualization of Potholes for Smart Cities
by: Sahoo, Rishi Raj, et al.
Published: (2025)

GeoViSTA: Geospatial Vision-Tabular Transformer for Multimodal Environment Representation
by: Liu, Yuhao, et al.
Published: (2026)

GFM4MPM: Towards Geospatial Foundation Models for Mineral Prospectivity Mapping
by: Daruna, Angel, et al.
Published: (2024)

SeeFar: Satellite Agnostic Multi-Resolution Dataset for Geospatial Foundation Models
by: Lowman, James, et al.
Published: (2024)

Evaluation of Deep Learning Semantic Segmentation for Land Cover Mapping on Multispectral, Hyperspectral and High Spatial Aerial Imagery
by: Panuntun, Ilham Adi, et al.
Published: (2024)

N-Tree Diffusion for Long-Horizon Wildfire Risk Forecasting
by: Xing, Yucheng, et al.
Published: (2026)

iWatchRoadv2: Pothole Detection, Geospatial Mapping, and Intelligent Road Governance
by: Sahoo, Rishi Raj, et al.
Published: (2025)

How Does the Spatial Distribution of Pre-training Data Affect Geospatial Foundation Models?
by: Purohit, Mirali, et al.
Published: (2025)

TRAJGANR: Trajectory-Centric Urban Multimodal Learning via Geospatially Aligned Neural Representations
by: Siampou, Maria Despoina, et al.
Published: (2026)

Spatially Aware Deep Learning for Microclimate Prediction from High-Resolution Geospatial Imagery
by: Sulami, Idan, et al.
Published: (2026)

When Earth Foundation Models Meet Diffusion: An Application to Land Surface Temperature Super-Resolution
by: Chen, Yiheng, et al.
Published: (2026)

Pretrain Where? Investigating How Pretraining Data Diversity Impacts Geospatial Foundation Model Performance
by: Kaur, Amandeep, et al.
Published: (2026)

Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels
by: Li, Zhuohong, et al.
Published: (2024)

Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious?
by: Yang, Pei, et al.
Published: (2024)

Building Damage Assessment in Conflict Zones: A Deep Learning Approach Using Geospatial Sub-Meter Resolution Data
by: Risso, Matteo, et al.
Published: (2024)

InstaGeo: Compute-Efficient Geospatial Machine Learning from Data to Deployment
by: Yusuf, Ibrahim Salihu, et al.
Published: (2025)

This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy
by: Vats, Anuja, et al.
Published: (2022)

DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection
by: Bandara, Wele Gedara Chaminda, et al.
Published: (2022)

MDiFF: Exploiting Multimodal Score-based Diffusion Models for New Fashion Product Performance Forecasting
by: Avogaro, Andrea, et al.
Published: (2024)