Clément Mallet

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CVPR (2) ECCV (1)

Top co-authors

Nicolas Gonthier (3) Guillaume Astruc (2) Loic Landrieu (2) Yanis Benidir (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Domain-Specific (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Models (2) Artificial Intelligence (1) Application Areas (1) Core AI (1) Generation (1) Learning Paradigms (1)

Keywords

domain adaptation (2) earth observation (2) remote sensing (2) multimodal learning (1) synthetic data generation (1) image inpainting (1) joint embedding predictive architecture (1) semantic change detection (1) very high resolution image (1) land cover (1) very high resolution (1) transfer learning (1) scale-adaptive spatial encoder (1) self-supervised learning (1) data augmentation (1)

Papers

AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf CVPR 2025 OmniSat: Self-Supervised Modality Fusion for Earth Observation ECCV 2024