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Philippe Ciais

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (3) CVPR (1) ECCV (1)

Top co-authors

Fabian Gieseke (3) Max Zimmer (3) Martin Schwartz (3) Sassan Saatchi (2) Ibrahim Fayad (2) Martin Brandt (2) Jan Pauls (2) Sebastian Pokutta (2) Nikola Besic (1) Dimitri Gominski (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types · Machine Learning (1)

Keywords

canopy height (2) high resolution (2) change detection (1) depth estimation (1) remote sensing (1) loss function (1) cross-modal alignment (1) zero-shot classification (1) satellite imagery (1) satellite data (1) lidar data (1) environmental monitoring (1) forest monitoring (1) canopy height estimation (1) aerial lidar (1) full-waveform lidar (1) pixel-sized embeddings (1) european continent (1) gedi lidar (1) sentinel-2 (1)

Papers

Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation ICML 2025 DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications ICML 2025 Open-Canopy: Towards Very High Resolution Forest Monitoring CVPR 2025 Estimating Canopy Height at Scale ICML 2024 Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring ECCV 2024