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News

• [24/09/2026] New preprint out introducing MIND, a geographic implicit neural representation with adjustable spatial scale, distilled from AlphaEarth, Climplicit, GeoCLIP and SINR. Check out the project page!
• [04/08/2026] Our perspective paper on Earth embeddings has been published in IEEE GRSM and is fully open-access.
• [05/07/2026] We gave a tutorial on Earth embeddings at the ISPRS Congress 2026. Check out the materials on Github!
• [01/06/2026] New preprint out on unifying raster data and vector semantics for human-centric geospatial foundation models.
• [13/05/2026] New perspectives paper out presenting a blueprint for Integrated Climate Intelligence.
• [01/05/2026] One paper accepted at ICML 2026.
• [21/04/2026] New preprint on predicting geographic distribution shifts with Earth embeddings.
• [10/04/2026] New workshop paper at ICLR 2026.
• [07/02/2026] New preprint out on high-resolution, regional location encoding.
• [30/01/2026] One paper accepted at ICLR 2026.
• [10/12/2025] New perspectives paper out defining Earth embedding research and community priorities.
• [09/11/2025] New preprint out on the intrinsic dimensions of Earth embeddings.
• [08/08/2025] I have joined LGND AI as principal AI research engineer.
• [29/04/2025] We presented two papers [1,2] at the ICLR 2025 workshops on "Tackling Climate Change with Machine Learning", "ML for Remote Sensing" and "ML for Multiscale Processes".
• [18/12/2024] I have transitioned into a full-time researcher role at Microsoft Research.
• [10/12/2024] One paper accepted at AAAI.
• [18/11/2024] I will be joining UCL as an Assistant Professor in Geospatial AI from fall 2026. I am currently recruiting PhD students (see above).
• [04/05/2024] One paper accepted at ICML.
• [21/02/2024] I recently talked about SatCLIP on Robin Cole's "Satellite Image Deep Learning" podcast. You can check the recording here.
• [16/01/2024] One paper accepted at ICLR as a spotlight.
• [04/01/2024] New short paper out in Nature, commenting on recent advances in ocean activity mapping using satellite imagery and deep learning.
• [03/12/2023] I will be attending AGU and NeurIPS in the coming week. Drop me a message if you want to meet up and chat!
• [01/12/2023] New preprint out on global, general-purpose pretrained location encoders with satellite imagery.
• [11/10/2023] New preprint out on geographic location encoding with neural networks.
• [22/07/2023] I gave a lecture on AI for Transportation at the virtual Climate Change AI Summer School 2023.
• [21/07/2023] I recently gave talks at MIT and NYU.
• [27/01/2023] I recently gave talks at Harvard, USC, TU Berlin and the National Renewable Energy Laboratory (NREL).
• [20/01/2023] One paper accepted at AISTATS 2023.

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