Artificial Intelligence for Space
AstroSplat: Physics-Based Gaussian Splatting for Rendering and Reconstruction of Small Celestial Bodies-
[pdf]
[supp]
[arXiv]
[bibtex]@InProceedings{Nolan_2026_CVPR, author = {Nolan, Jennifer and Driver, Travis and Christian, John}, title = {AstroSplat: Physics-Based Gaussian Splatting for Rendering and Reconstruction of Small Celestial Bodies}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10310-10319} }
SPACE-HOP: Spacecraft 6-DoF Pose Estimation using Embedding-Predictive Pretraining and Hopf Map-
[pdf]
[bibtex]@InProceedings{Dutta_2026_CVPR, author = {Dutta, Arnabi and Naqvi, Arsh Abbas and Singh, Kavinder and Gautam, Lavendra and Parihar, Anil Singh and Bangare, Shakti and Lagisetty, Ravi Kumar}, title = {SPACE-HOP: Spacecraft 6-DoF Pose Estimation using Embedding-Predictive Pretraining and Hopf Map}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10193-10201} }
Vision-Guided Deep Reinforcement Learning for Autonomous Spacecraft Rendezvous and Docking-
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[supp]
[bibtex]@InProceedings{Supreeth_2026_CVPR, author = {Supreeth, Mysore}, title = {Vision-Guided Deep Reinforcement Learning for Autonomous Spacecraft Rendezvous and Docking}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10397-10404} }
VAD4Space: Visual Anomaly Detection for Planetary Surface Imagery-
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[arXiv]
[bibtex]@InProceedings{Genilotti_2026_CVPR, author = {Genilotti, Fabrizio and Stropeni, Arianna and Borsatti, Francesco and Barusco, Manuel and Pezze, Davide Dalle and Susto, Gian Antonio}, title = {VAD4Space: Visual Anomaly Detection for Planetary Surface Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10223-10231} }
YOOLO: You Only Orbit and Look Once-
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[bibtex]@InProceedings{Scarrica_2026_CVPR, author = {Scarrica, Vincenzo Mariano and Vanzanella, Antonio and Staiano, Antonino}, title = {YOOLO: You Only Orbit and Look Once}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10359-10367} }
Onboard-Targeted Segmentation of Broken Pixels, Lines, and Dust on Optics Faults in Space Camera Sensors-
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[bibtex]@InProceedings{Gallon_2026_CVPR, author = {Gallon, Riccardo and Menicucci, Alessandra and Caroselli, Edoardo}, title = {Onboard-Targeted Segmentation of Broken Pixels, Lines, and Dust on Optics Faults in Space Camera Sensors}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10213-10222} }
LUMEN: Language-guided Unified Memory for ENcoding Hyperspectral Images for Mars Mineral Identification-
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[bibtex]@InProceedings{Chatterjee_2026_CVPR, author = {Chatterjee, Abhiroop and Ghosh, Susmita and Ghosh, Ashish and Ientilucci, Emmett}, title = {LUMEN: Language-guided Unified Memory for ENcoding Hyperspectral Images for Mars Mineral Identification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10164-10173} }
Why Not? Solver-Grounded Certificates for Explainable Mission Planning-
[pdf]
[arXiv]
[bibtex]@InProceedings{Khan_2026_CVPR, author = {Khan, Najeeb}, title = {Why Not? Solver-Grounded Certificates for Explainable Mission Planning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10282-10290} }
Uncertainty-Guided Edge Learning for Deep Image Regression in Remote Sensing-
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[supp]
[arXiv]
[bibtex]@InProceedings{Nguyen_2026_CVPR, author = {Nguyen, Anh Vu and Sejdinovic, Dino and Chin, Tat-Jun}, title = {Uncertainty-Guided Edge Learning for Deep Image Regression in Remote Sensing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10299-10309} }
ArcticBench and SmartTransfer: Benchmarking and Enabling Continual Learning of Atmosphere Generative Foundation Model-
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[supp]
[bibtex]@InProceedings{Guo_2026_CVPR, author = {Guo, Fu-Ming and Guo, Fengwei and Fan, Yingfang}, title = {ArcticBench and SmartTransfer: Benchmarking and Enabling Continual Learning of Atmosphere Generative Foundation Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10241-10250} }
Autonomous Perception and Onboard Intelligence for Space Missions: A Survey-
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[bibtex]@InProceedings{Safavigerdini_2026_CVPR, author = {Safavigerdini, Kaveh and Mogollon, Juan and Daghighi, Amirreza and Palaniappan, Kannappan}, title = {Autonomous Perception and Onboard Intelligence for Space Missions: A Survey}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10348-10358} }
Thermal Anomaly Detection using Physics Aware Neuromorphic Networks: Comparison between Raw and L1C Sentinel-2 Data-
[pdf]
[arXiv]
[bibtex]@InProceedings{Smith_2026_CVPR, author = {Smith, Stephen and Purcell, Cormac and Meoni, Gabriele and Del Prete, Roberto and Kuncic, Zdenka}, title = {Thermal Anomaly Detection using Physics Aware Neuromorphic Networks: Comparison between Raw and L1C Sentinel-2 Data}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10379-10387} }
Neural 3D Reconstruction of Planetary Surfaces from Descent-Phase Wide-Angle Imagery-
[pdf]
[arXiv]
[bibtex]@InProceedings{de_Almeida_2026_CVPR, author = {de Almeida, Melonie and Brydon, George and Persaud, Divya M. and Williamson, John H. and Henderson, Paul}, title = {Neural 3D Reconstruction of Planetary Surfaces from Descent-Phase Wide-Angle Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10174-10182} }
Towards Onboard Multi-View Analysis of Satellite Imagery: Monocular 2D Motion Estimation and 3D Reconstruction-
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[bibtex]@InProceedings{Candela_2026_CVPR, author = {Candela, Alberto and Davis, Evan and Branch, Andrew and Russino, Joseph and Chien, Steve and Bonham-Carter, Becca and Chavier, Luis and Pascual, Alexis and Heydrich, Tim and Paul, Shannon and Abdelrahman, Saleh and Macdonald, Andrew and Faragalli, Michele}, title = {Towards Onboard Multi-View Analysis of Satellite Imagery: Monocular 2D Motion Estimation and 3D Reconstruction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10154-10163} }
LLaVA-LE: Large Language-and-Vision Assistant for Lunar Exploration-
[pdf]
[arXiv]
[bibtex]@InProceedings{Inal_2026_CVPR, author = {Inal, Gokce and Navard, Pouyan and Yilmaz, Alper}, title = {LLaVA-LE: Large Language-and-Vision Assistant for Lunar Exploration}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10251-10261} }
A Systematic Evaluation of Retrieval-Augmented Generation and Language Models for Space Operations-
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[supp]
[bibtex]@InProceedings{Belo_2026_CVPR, author = {Belo, Ruben and Guimaraes, Marta and Soares, Claudia}, title = {A Systematic Evaluation of Retrieval-Augmented Generation and Language Models for Space Operations}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10144-10153} }
GABI: Geometry-Aware Boundary Integration for spacecraft segmentation-
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[bibtex]@InProceedings{Velentzas_2026_CVPR, author = {Velentzas, Iason Georgios and Ahuja, Dhruv and Tsiotras, Panagiotis}, title = {GABI: Geometry-Aware Boundary Integration for spacecraft segmentation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10415-10424} }
Raw-to-Processed in Orbit: Fast Onboard Image Reconstruction for EO-
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[bibtex]@InProceedings{Inzerillo_2026_CVPR, author = {Inzerillo, Gabriele and Papa, Lorenzo and Meoni, Gabriele and Valsesia, Diego and Magli, Enrico}, title = {Raw-to-Processed in Orbit: Fast Onboard Image Reconstruction for EO}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10262-10271} }
The Space Edge AI Computer: A Decoupled, Zero-Virtualization Payload for In-Orbit Generative AI under 12W-
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[bibtex]@InProceedings{Xie_2026_CVPR, author = {Xie, Yufei and Leng, Yizhou and Wu, Longbin and Lee, Haowei and Xu, Jinyang and Zhang, Zhaobo and Cao, Donggang and Jiao, Bingli and Duan, Xiaohui}, title = {The Space Edge AI Computer: A Decoupled, Zero-Virtualization Payload for In-Orbit Generative AI under 12W}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10425-10434} }
SpaceGym: A Gymnasium-Based Benchmark for Deep Reinforcement Learning in Spacecraft Proximity Operations-
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[supp]
[bibtex]@InProceedings{Supreeth_2026_CVPR, author = {Supreeth, Mysore and Mehta, Manish}, title = {SpaceGym: A Gymnasium-Based Benchmark for Deep Reinforcement Learning in Spacecraft Proximity Operations}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10388-10396} }
Efficient Onboard Spacecraft Pose Estimation with Event Cameras and Neuromorphic Hardware-
[pdf]
[arXiv]
[bibtex]@InProceedings{Rathinam_2026_CVPR, author = {Rathinam, Arunkumar and Lecomte, Jules and Reelsen, Jost and Lenz, Gregor and von Arnim, Axel and Aouada, Djamila}, title = {Efficient Onboard Spacecraft Pose Estimation with Event Cameras and Neuromorphic Hardware}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10339-10347} }
A Cascaded Architecture for Illumination-Robust 6-DoF Spacecraft Pose Estimation Using Event Cameras-
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[bibtex]@InProceedings{Zhang_2026_CVPR, author = {Zhang, Xiaolei and Xu, Ziyang and Teng, Boyuan and Wang, Yichen and Liu, Yuxuan and Zhang, Tianhui and Zhang, Han and Jia, Jincheng and Han, Peng and Bian, Chunjiang}, title = {A Cascaded Architecture for Illumination-Robust 6-DoF Spacecraft Pose Estimation Using Event Cameras}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10445-10454} }
From Spatiotemporal Decoupling to Kinematic Smoothing: A Robust Pipeline for Event-Based Spacecraft Pose Estimation-
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[bibtex]@InProceedings{Zeng_2026_CVPR, author = {Zeng, Yuteng and Xiong, Yuyang and Wang, Xiaoxiong and Zhang, Xiaoran and Liu, Haoyue and Chang, Yi and Yan, Luxin}, title = {From Spatiotemporal Decoupling to Kinematic Smoothing: A Robust Pipeline for Event-Based Spacecraft Pose Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10435-10444} }
Flight Demonstration of On-Orbit Model Adaptation on the SpIRIT Nanosatellite-
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[bibtex]@InProceedings{Joukhadar_2026_CVPR, author = {Joukhadar, Zaher and del Castillo, Miguel Ortiz and Morgan, Jonathan and Cowley, Lachlan and Mearns, Robert and Barraclough, Simon and Ehinger, Krista A. and Rubinstein, Benjamin I. P. and Sinnott, Richard O. and Trenti, Michele and Bailey, James}, title = {Flight Demonstration of On-Orbit Model Adaptation on the SpIRIT Nanosatellite}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10272-10281} }
Optimizing Latent Representations for Robust Building Damage Assessment Onboard Earth Observation Satellites-
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[bibtex]@InProceedings{Goudemant_2026_CVPR, author = {Goudemant, Thomas and Francesconi, Benjamin}, title = {Optimizing Latent Representations for Robust Building Damage Assessment Onboard Earth Observation Satellites}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10232-10240} }
MMLSv2: A Multimodal Dataset for Martian Landslide Detection in Remote Sensing Imagery-
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[bibtex]@InProceedings{Paheding_2026_CVPR, author = {Paheding, Sidike and Reyes-Angulo, Abel A. and Ramos, Leo Thomas and Sappa, Angel D. and A, Rajaneesh and B, Hiral P and K.S., Sajin Kumar and Oommen, Thomas}, title = {MMLSv2: A Multimodal Dataset for Martian Landslide Detection in Remote Sensing Imagery}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10329-10338} }
LuMon: A Comprehensive Benchmark and Development Suite with Novel Datasets for Lunar Monocular Depth Estimation-
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[supp]
[arXiv]
[bibtex]@InProceedings{Sekmen_2026_CVPR, author = {Sekmen, Aytac and Gunes, Fatih and Horoz, Furkan and Isik, Umut and Ozaydin, Alp and Topaloglu, Altay and Ustundas, Umutcan and Yeni, Alp and Soken, Ersin and Sahin, Erol and Cinbis, Gokberk and Kalkan, Sinan}, title = {LuMon: A Comprehensive Benchmark and Development Suite with Novel Datasets for Lunar Monocular Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10368-10378} }
GeoSwin: Hierarchical Representation Learning and a Large-Scale Earth Observation Benchmark-
[pdf]
[bibtex]@InProceedings{Fayaz_2026_CVPR, author = {Fayaz, Muhammad and Khan, Zulfiqar Ahmad and Dang, Lien Minh and Moon, Hyeonjoon}, title = {GeoSwin: Hierarchical Representation Learning and a Large-Scale Earth Observation Benchmark}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10202-10212} }
Segmentation-based Detection for Efficient Multi-Task Spacecraft Perception-
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[bibtex]@InProceedings{Muniyasamy_2026_CVPR, author = {Muniyasamy, Sivaperuman and Devasundaram, Surendar}, title = {Segmentation-based Detection for Efficient Multi-Task Spacecraft Perception}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10291-10298} }
A Deep Learning Iterative Framework for Sentinel-1 Stripmap Enhancement Based on Azimuth Doppler Decomposition-
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[bibtex]@InProceedings{Amieva_2026_CVPR, author = {Amieva, Juan Francisco and Ayala, Christian and Del Prete, Roberto and Galar, Mikel}, title = {A Deep Learning Iterative Framework for Sentinel-1 Stripmap Enhancement Based on Azimuth Doppler Decomposition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10133-10143} }
Rethinking Satellite Image Restoration for Onboard AI: A Lightweight Learning-Based Approach-
[pdf]
[arXiv]
[bibtex]@InProceedings{Dorise_2026_CVPR, author = {Dorise, Adrien and Bellizzi, Marjorie and Hlimi, Omar}, title = {Rethinking Satellite Image Restoration for Onboard AI: A Lightweight Learning-Based Approach}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10183-10192} }
A Comparative Analysis of Forecasting Foundation Models for Spacecraft Multivariate Time Series Anomaly Detection-
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[bibtex]@InProceedings{Olive_2026_CVPR, author = {Olive, Alexandre and Comer, Mary L. and Delp, Edward J. and Desai, Sundip R. and Foster, Richard H. and Chan, Moses W.}, title = {A Comparative Analysis of Forecasting Foundation Models for Spacecraft Multivariate Time Series Anomaly Detection}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10320-10328} }
Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI-
[pdf]
[arXiv]
[bibtex]@InProceedings{Thind_2026_CVPR, author = {Thind, Parampuneet Kaur and Katturu, Vaibhav and Zema, Giacomo and Del Prete, Roberto}, title = {Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2026}, pages = {10405-10414} }

