Devis Tuia
- Optimal Transport for Domain Adaptation
2015/07/02 by Nicolas Courty, Rémi Flamary, Courty, Nicolas +5 · 54 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Machine Learning and ELM
- Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
2023/10/10 by Marc Rußwurm, Konstantin Klemmer, Esther Rolf +2 · 1 voice · 14 citations
#cs.LG #cs.AI
- Advances in Hyperspectral Image Classification: Earth Monitoring with Statistical Learning Methods
2013/12/09 by Gustavo Camps-Valls, Devis Tuia, Lorenzo Bruzzone +2 · 8 citations
Engineering · Earth and Planetary Sciences · Environmental Science · #Remote-Sensing Image Classification #Remote Sensing and Land Use #Remote Sensing in Agriculture
- Active Learning Methods for Remote Sensing Image Classification
2009/04/08 by D. Tuia, Devis Tuia, Frédéric Ratle +7 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Machine Learning and Algorithms #Remote-Sensing Image Classification
- Learning deep structured active contours end-to-end
2018/03/16 by Diego Marcos, Devis Tuia, Marcos, Diego +11 · 4 citations
Engineering · Environmental Science · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Remote Sensing and LiDAR Applications
- ConGeo: Robust Cross-view Geo-localization across Ground View Variations
2024/03/20 by Mi Li, Mi, Li, Chang Xu +11 · 9 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Satellite Image Processing and Photogrammetry
- Spectral alignment of multi-temporal cross-sensor images with automated kernel canonical correlation analysis
2015/09/01 by Michele Volpi, Gustau Camps-Valls, Devis Tuia · 2 citations
- Large Language Models for Captioning and Retrieving Remote Sensing Images
2024/02/09 by João Daniel Silva, João Avelar Magalhães, Silva, João Daniel +5 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Advanced Image and Video Retrieval Techniques
- Knowledge-aware Text-Image Retrieval for Remote Sensing Images
2024/05/06 by Mi Li, Mi, Li, Xianjie Dai +5 · 5 citations
Computer Science · #Image Retrieval and Classification Techniques
- Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledge
2025/02/20 by Laura J. Pollock, Justin Kitzes, Sara Beery +9 · 1 voice · 6 citations
Environmental Science · #Conservation, Ecology, Wildlife Education #Species Distribution and Climate Change
- Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union
2023/10/30 by Zifu Wang, Wang, Zifu, Maxim Berman +15 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images
2021/08/17 by Xiaochen Zheng, Benjamin Kellenberger, Zheng, Xiaochen +7 · 2 citations
Computer Science · Environmental Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Wildlife Ecology and Conservation
- Scalable Semantic 3D Mapping of Coral Reefs with Deep Learning
2023/09/22 by Jonathan Sauder, Guilhem Banc‐Prandi, Sauder, Jonathan +5 · 2 citations
Computer Science · Earth and Planetary Sciences · Environmental Science · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- Semantically Interpretable Activation Maps: what-where-how explanations\n within CNNs
2019/09/18 by Diego Marcos, Marcos, Diego, Sylvain Lobry +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- Large-scale Detection of Marine Debris in Coastal Areas with Sentinel-2
2023/07/05 by Marc Rußwurm, Rußwurm, Marc, Sushen Jilla Venkatesa +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identification and Quantification in Food #Microplastics and Plastic Pollution #Water Quality Monitoring Technologies
- From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring
2023/09/20 by Florent Forest, Forest, Florent, Hugo Porta +5 · 2 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Concrete Corrosion and Durability #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Non-Destructive Testing Techniques #electronic engineering #information engineering
- Multi-Scale and Multimodal Species Distribution Modeling
2024/11/06 by Nina van Tiel, van Tiel, Nina, Robin Zbinden +9 · 2 citations
Environmental Science · #FOS: Computer and information sciences #Isotope Analysis in Ecology #Machine Learning (cs.LG)
- MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling
2025/03/17 by Robin Zbinden, Zbinden, Robin, Nina van Tiel +9 · 1 voice · 2 citations
Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis with R #Environmental DNA in Biodiversity Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Species Distribution and Climate Change
- EcoWikiRS: Learning Ecological Representation of Satellite Images from Weak Supervision with Species Observations and Wikipedia
2025/04/28 by Valérie Zermatten, Zermatten, Valerie, Javiera Castillo-Navarro +7 · 2 citations
Computer Science · Environmental Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications #Species Distribution and Climate Change
- Physics-Informed Super-Resolution of Atmospheric Data
2026/07/21 by Chang Xu, Gencer Sumbul, Hugo Porta +3
#cs.LG