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EVERGREEN: Observation de la terre et apprentissage machine pour les défis agro-environnementaux

Homepage: inria.fr
Alternate name: EVERGREEN: Earth obserVation and machine lEarning foR aGRo-Environmental challENges
ROR: 039bszh67
OpenAlex ID: I4405260113
A constrastive semi-supervised deep learning framework for land cover classification of satellite time series with limited labels
2023 · Dino Ienco, Raffaele Gaetano, et al. · Neurocomputing · 30
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Coarse-to-Fine Concept Bottleneck Models
2024 · Konstantinos Panousis, Dino Ienco, et al. · neural information processing systems · 15
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Determining Effective Temporal Windows for Rapeseed Detection Using Sentinel-1 Time Series and Machine Learning Algorithms
2024 · Saeideh Maleki, Nicolas Baghdadi, et al. · Remote Sensing · 14
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Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification
2024 · Alexis Joly, Lukáš Picek, et al. · Lecture notes in computer science · 14
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Explainable epidemiological thematic features for event based disease surveillance
2024 · Edmond Menya, Roberto Interdonato, et al. · Expert Systems with Applications · 8
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Evaluation of Geographical Distortions in Language Models
2025 · Rémy Decoupes, Roberto Interdonato, et al. · Lecture notes in computer science · 7
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Multi-Sensor Model for Earth Observation Robust to Missing Data via Sensor Dropout and Mutual Distillation
2025 · Francisco Mena, Dino Ienco, et al. · IEEE Access · 6
Prompt-guided and multimodal landscape scenicness assessments with vision-language models
2024 · Alex Levering, Diego Marcos, et al. · PLoS ONE · 6
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DisCoM-KD: Cross-Modal Knowledge Distillation via Disentanglement Representation and Adversarial Learning
2024 · Ienco, Dino, Dantas, Cassio Fraga · arXiv (Cornell University) · 6
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Semi-supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-labelling
2024 · Cassio F. Dantas, Raffaele Gaetano, et al. · Lecture notes in computer science · 6
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Benchopt : Reproducible, efficient and collaborative optimization benchmarks
2022 · Moreau, Thomas, Massias, Mathurin, et al. · HAL · 6
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Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration
2025 · Francisco Mena, Dino Ienco, et al. · Machine Learning · 5
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LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification
2025 · Alexis Joly, Lukáš Picek, et al. · Lecture notes in computer science · 5
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers
2024 · Ananthu Aniraj, Cassio F. Dantas, et al. · Lecture notes in computer science · 5
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FairSwiRL: fair semi-supervised classification with representation learning
2023 · Shuyi Yang, Mattia Cerrato, et al. · Machine Learning · 5
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RAMEN: Resolution-Adjustable Multimodal Encoder for Earth Observation
2025 · Houdré, Nicolas, Marcos, Diego, et al. · arXiv (Cornell University) · 4
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Reuse Out-of-Year Data to Enhance Land Cover Mapping via Feature Disentanglement and Contrastive Learning
2024 · Cássio F. Dantas, Raffaelle Gaetano, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 4
MARA: A deep learning based framework for multilayer graph simplification
2024 · Cheick Tidiane Ba, Roberto Interdonato, et al. · Neurocomputing · 4
Explaining the decisions and the functioning of a convolutional spatiotemporal land cover classifier with channel attention and redescription mining
2024 · Enzo Pelous, Nicolas Méger, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 4
SAHARA: Heterogeneous Semi-Supervised Transfer Learning With Adversarial Adaptation and Dynamic Pseudo-Labeling
2025 · Giuseppe Guarino, Cássio F. Dantas, et al. · IEEE Geoscience and Remote Sensing Letters · 2
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Agro-STAY: Data Collection and Analysis of Alternative Agriculture Practices from YouTube
2025 · Laura Maxim, Julien Rabatel, et al. · Lecture notes in networks and systems · 2
Assessing habitat suitability for black grouse broods at the bioregional scale
2025 · Alexandre T. M. Defossez, Samuel Alleaume, et al. · Wildlife Biology · 2
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Mining resources, the inconvenient truth of the “ecological” transition
2024 · Jeremy Bourgoin, Roberto Interdonato, et al. · World Development Perspectives · 2
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Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing
2023 · Picek, Lukáš, Botella, Christophe, et al. · arXiv (Cornell University) · 2
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Oceanography of the Grand Banks region of Newfoundland : March 1971 - December 1972 / Robert Scobie, Richard H. Schultz.
1976 · Robert W. Scobie, Richard, H. Schultz, et al. · Biodiversity Heritage Library (Smithsonian Institution) · 2
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Works count: 47
Citation count: 275
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