SPyCer: Semi-Supervised Physics-Guided Contextual Attention for Near-Surface Air Temperature Estimation from Satellite Imagery
Fuente:
arXiv
Saved in:
| Main Authors: | Bouaziz, Sofiane, Hafiane, Adel, Canals, Raphael, Nedjai, Rachid |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FuseTen: A Generative Model for Daily 10 m Land Surface Temperature Estimation from Spatio-Temporal Satellite Observations
by: Bouaziz, Sofiane, et al.
Published: (2025)
by: Bouaziz, Sofiane, et al.
Published: (2025)
WGAST: Weakly-Supervised Generative Network for Daily 10 m Land Surface Temperature Estimation via Spatio-Temporal Fusion
by: Bouaziz, Sofiane, et al.
Published: (2025)
by: Bouaziz, Sofiane, et al.
Published: (2025)
Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends
by: Bouaziz, Sofiane, et al.
Published: (2024)
by: Bouaziz, Sofiane, et al.
Published: (2024)
Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature
by: Bouaziz, Sofiane, et al.
Published: (2026)
by: Bouaziz, Sofiane, et al.
Published: (2026)
Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification
by: Benchallal, Farouq, et al.
Published: (2025)
by: Benchallal, Farouq, et al.
Published: (2025)
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation
by: Berka, Anas, et al.
Published: (2025)
by: Berka, Anas, et al.
Published: (2025)
Loss-Guided Model Sharing and Local Learning Correction in Decentralized Federated Learning for Crop Disease Classification
by: Kabala, Denis Mamba, et al.
Published: (2025)
by: Kabala, Denis Mamba, et al.
Published: (2025)
Enhancing knowledge retention for continual learning with domain-specific adapters and features gating
by: Hedjazi, Mohamed Abbas, et al.
Published: (2025)
by: Hedjazi, Mohamed Abbas, et al.
Published: (2025)
Self-supervised structured object representation learning
by: Hadjerci, Oussama, et al.
Published: (2025)
by: Hadjerci, Oussama, et al.
Published: (2025)
FGA: Fourier-Guided Attention Network for Crowd Count Estimation
by: Chaudhuri, Yashwardhan, et al.
Published: (2024)
by: Chaudhuri, Yashwardhan, et al.
Published: (2024)
FLAME: Physics-Guided Neural Operators for Onboard Satellite Methane Detection in Hyperspectral Imagery
by: Heo, Junhyuk, et al.
Published: (2026)
by: Heo, Junhyuk, et al.
Published: (2026)
Depth Supervised Neural Surface Reconstruction from Airborne Imagery
by: Hackstein, Vincent, et al.
Published: (2024)
by: Hackstein, Vincent, et al.
Published: (2024)
Position Prediction Self-Supervised Learning for Multimodal Satellite Imagery Semantic Segmentation
by: Waithaka, John, et al.
Published: (2025)
by: Waithaka, John, et al.
Published: (2025)
Building Height Estimation Using Shadow Length in Satellite Imagery
by: Qureshi, Mahd, et al.
Published: (2024)
by: Qureshi, Mahd, et al.
Published: (2024)
Benchmarking Attention Mechanisms and Consistency Regularization Semi-Supervised Learning for Post-Flood Building Damage Assessment in Satellite Images
by: Yu, Jiaxi, et al.
Published: (2024)
by: Yu, Jiaxi, et al.
Published: (2024)
Physics Driven Image Simulation from Commercial Satellite Imagery
by: Sorensen, Scott, et al.
Published: (2025)
by: Sorensen, Scott, et al.
Published: (2025)
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
by: Kimhi, Moshe, et al.
Published: (2023)
by: Kimhi, Moshe, et al.
Published: (2023)
SAM-Fed: SAM-Guided Federated Semi-Supervised Learning for Medical Image Segmentation
by: Nasirihaghighi, Sahar, et al.
Published: (2025)
by: Nasirihaghighi, Sahar, et al.
Published: (2025)
Generating Physically-Consistent Satellite Imagery for Climate Visualizations
by: Lütjens, Björn, et al.
Published: (2021)
by: Lütjens, Björn, et al.
Published: (2021)
STHN: Deep Homography Estimation for UAV Thermal Geo-localization with Satellite Imagery
by: Xiao, Jiuhong, et al.
Published: (2024)
by: Xiao, Jiuhong, et al.
Published: (2024)
Depth-Guided Semi-Supervised Instance Segmentation
by: Chen, Xin, et al.
Published: (2024)
by: Chen, Xin, et al.
Published: (2024)
Cross-Scale Pretraining: Enhancing Self-Supervised Learning for Low-Resolution Satellite Imagery for Semantic Segmentation
by: Waithaka, John, et al.
Published: (2026)
by: Waithaka, John, et al.
Published: (2026)
A High Resolution Urban and Rural Settlement Map of Africa Using Deep Learning and Satellite Imagery
by: Kakooei, Mohammad, et al.
Published: (2024)
by: Kakooei, Mohammad, et al.
Published: (2024)
Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection
by: BOURCIER, Jules, et al.
Published: (2022)
by: BOURCIER, Jules, et al.
Published: (2022)
TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery
by: Glazer, Tammy, et al.
Published: (2025)
by: Glazer, Tammy, et al.
Published: (2025)
Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery
by: Bourcier, Jules, et al.
Published: (2022)
by: Bourcier, Jules, et al.
Published: (2022)
Feature-level Site Leakage Reduction for Cross-Hospital Chest X-ray Transfer via Self-Supervised Learning
by: Bouaziz, Ayoub Louaye, et al.
Published: (2026)
by: Bouaziz, Ayoub Louaye, et al.
Published: (2026)
Semi-Supervised Crowd Counting with Contextual Modeling: Facilitating Holistic Understanding of Crowd Scenes
by: Qian, Yifei, et al.
Published: (2023)
by: Qian, Yifei, et al.
Published: (2023)
Poaching Hotspot Identification Using Satellite Imagery
by: Pandhi, Aryan, et al.
Published: (2025)
by: Pandhi, Aryan, et al.
Published: (2025)
Weakly Supervised Framework Considering Multi-temporal Information for Large-scale Cropland Mapping with Satellite Imagery
by: Wang, Yuze, et al.
Published: (2024)
by: Wang, Yuze, et al.
Published: (2024)
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation
by: Cheng, Yuxuan, et al.
Published: (2024)
by: Cheng, Yuxuan, et al.
Published: (2024)
Assessing the Potential of PlanetScope Satellite Imagery to Estimate Particulate Matter Oxidative Potential
by: Hough, Ian, et al.
Published: (2024)
by: Hough, Ian, et al.
Published: (2024)
Semi-Supervised Unconstrained Head Pose Estimation in the Wild
by: Zhou, Huayi, et al.
Published: (2024)
by: Zhou, Huayi, et al.
Published: (2024)
Learning to See More: UAS-Guided Super-Resolution of Satellite Imagery for Precision Agriculture
by: Masrur, Arif, et al.
Published: (2025)
by: Masrur, Arif, et al.
Published: (2025)
Is Self-Supervised Pre-training on Satellite Imagery Better than ImageNet? A Systematic Study with Sentinel-2
by: Lahrichi, Saad, et al.
Published: (2025)
by: Lahrichi, Saad, et al.
Published: (2025)
Ranking-Guided Semi-Supervised Domain Adaptation for Severity Classification
by: Harada, Shota, et al.
Published: (2026)
by: Harada, Shota, et al.
Published: (2026)
Quality-Guided Semi-Supervised Learning for Medical Image Segmentation
by: Abhishek, Kumar, et al.
Published: (2026)
by: Abhishek, Kumar, et al.
Published: (2026)
CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation
by: Howlader, Prantik, et al.
Published: (2025)
by: Howlader, Prantik, et al.
Published: (2025)
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization
by: Galappaththige, Chamuditha Jayanaga, et al.
Published: (2024)
by: Galappaththige, Chamuditha Jayanaga, et al.
Published: (2024)
Diachronic Stereo Matching for Multi-Date Satellite Imagery
by: Masquil, Elías, et al.
Published: (2026)
by: Masquil, Elías, et al.
Published: (2026)
Similar Items
-
FuseTen: A Generative Model for Daily 10 m Land Surface Temperature Estimation from Spatio-Temporal Satellite Observations
by: Bouaziz, Sofiane, et al.
Published: (2025) -
WGAST: Weakly-Supervised Generative Network for Daily 10 m Land Surface Temperature Estimation via Spatio-Temporal Fusion
by: Bouaziz, Sofiane, et al.
Published: (2025) -
Deep Learning for Spatio-Temporal Fusion in Land Surface Temperature Estimation: A Comprehensive Survey, Experimental Analysis, and Future Trends
by: Bouaziz, Sofiane, et al.
Published: (2024) -
Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature
by: Bouaziz, Sofiane, et al.
Published: (2026) -
Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification
by: Benchallal, Farouq, et al.
Published: (2025)