@inproceedings{FayadZimmerSchwartzetal.2025, author = {Ibrahim Fayad and Max Zimmer and Martin Schwartz and Philippe Ciais and Fabian Gieseke and Gabriel Belouze and Sarah Brood and Aurelien De Truchis and Alexandre d'Aspremont}, title = {DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications}, booktitle = {Proceedings of the 42nd International Conference on Machine Learning}, volume = {267}, pages = {16375 -- 16406}, arxiv = {http://arxiv.org/abs/2502.17066}, url = {https://raw.githubusercontent.com/mlresearch/v267/main/assets/fayad25a/fayad25a.pdf}, year = {2025}, language = {en} }