We're hiring a tenure-track Assistant Professor of Environmental Data Science! Apply by Nov 11 for full consideration. Click here for more information: jobs.colorado.edu/jobs/JobDetail…

🚀 Join my mission to create planetary-scale #machinelearning at ASU School of Computing and Augmented Intelligence! I'm seeking a #postdoc to contribute to geoML projects for food security in Africa & Hawaii. Bonus: collaborate w/ orgs like NASA & USAID + help mentor next gen. 🔗Apply by 12/20: apply.interfolio.com/136572

Super happy to release 🛰️SatCLIP - a first of its kind global, general purpose location encoder based on Sentinel-2 imagery. Joint work with Esther Rolf, Caleb Robinson, Lester Mackey & Marc Rußwurm. 📰Paper: arxiv.org/abs/2311.17179 💻Code: github.com/microsoft/satc… 🧵Thread:👇 1/16

Hello 🗺️! We invite you to submit your 4-page research paper to the 2nd Machine Learning for Remote Sensing Workshop @ ICLR 2024 in Vienna on May 11th! ml-for-rs.github.io/iclr2024 We foster open discussion & welcome published, ongoing & preliminary works (papers are non-archival)

Want to learn more about 🛰️ SatCLIP? We'll present the paper today at the DistShift workshop poster session, Room R06-R09 (level 2), 10.30am: sites.google.com/view/distshift… Come say hi! 🎉 #NeurIPS2023

A new nature study uses satellite imagery 🛰️ and deep learning 🤖 to map human activity at sea at an unprecedented scale. In a Nature News & Views article, Esther Rolf and I comment on the implications for ML, remote sensing and Earth observation. Check it out below👇

❄️You're invited to the Harvard CRCS - @[email protected] Winter Showcase: Tuesday, Feb. 6, 3-5 PM in SEC LL2.223 Drop in to meet and network with CRCS Fellows and our community, learn more about CRCS and ongoing projects, & find out ways to engage with our work! We'll have warm drinks and cozy treats ☕️

It was an absolute pleasure to co-lead this work with w/ Hannah Kerner, and to develop it w/ Konstantin Klemmer and Caleb Robinson! Thank you to everyone whose innovative work inspired us and especially those who gave us feedback on these ideas.

We need #machinelearning for satellite data ("SatML") to address planetary-scale challenges 🌍 but mainstream ML is ill-suited to SatML data & contexts. It's time we recognize satellite data as a distinct modality for ML research to unlock its potential 🦾arxiv.org/abs/2402.01444

In this paper w/ co-lead Esther Rolf & co-authors Konstantin Klemmer Caleb Robinson, we explain 🛰 the unique nature of SatML 👩🏼‍💻 why we need specialized SatML methods 🌍 how satellite data enriches core ML 🦾 & what the ML community can do to realize SatML's potential arxiv.org/pdf/2402.01444…

📺🌏 Konstantin Klemmer discusses SatCLIP on this episode of the satellite-image-deep-learning podcast by Robin Cole!

What drives innovation in machine learning? In a new paper, we argue that application-driven work is systemically under-valued in the machine learning community, but that it's essential for both innovation and impact. arxiv.org/abs/2403.17381 1/3

The next speaker in our spring seminar series is Lester Mackey! Monday, April 8 at 11:30 AM in SEC 3.301/302/303 More info: crcs.seas.harvard.edu/event/lester-m… Register here by end of the day on April 4 to be included for lunch: forms.gle/8cmxopZmvydnXo…

Would you like to develop an #Environmental #DataScience project to address environmental biology challenges? (1) Move to #Boulder? (2) & join the U.S. National Science Foundation ESIIL team? (3) Apply now for 1 of 4 #postdoc positions with ESIIL at CIRES, CU Boulder 🦬! jobs.colorado.edu/jobs/JobDetail…

📢📢📢 The application for this year's Rising Stars in EECS Workshop is now open!! The workshop will be hosted at MIT EECS on October 24-25, 2024, and is co-organized by Prof. Tess Smidt, Stefanie Mueller, Christina Delimitrou, and myself 💜 Apply here: risingstars-eecs.mit.edu

Come join us at our spotlight 🤩 poster today at #ICLR2024. Konstantin Klemmer Robin Zbinden, and I will present it in Hall B #266 Wed 8 May 4:30 p.m. 6:30 p.m. marcrusswurm.com/locationencode… paper: openreview.net/forum?id=Puddu… devistuia Esther Rolf

I'll be at ICML in Vienna this week (and I'm hiring PhD and postdocs this fall!) Please each out if you want to chat about geospatial ML 🌏, ML for satellite data 🛰️, statistical notions of representation in training data 📊, or related topics 😎!

Come say hi!

Happening tomorrow!