Marc Rußwurm

🔥 New #ICML2026 Paper accepted 🔥 by Arjun Rao with Tessa Ooms, Ruth Castro, @kklmmr @david_rolnick Paper: openreview.net/forum?id=eWQQ0… Code: github.com/arjunarao619/S… TL;DR: We propose Slepian functions as localized, spatially concentrated basis functions for regional location encoding. Building on spherical harmonics, Slepians allow location encoders to allocate higher resolution where it is most needed — for example, in regions with denser observations or where the underlying geospatial field varies at finer spatial scales, such as land compared to oceans. This work connects geospatial AI, implicit neural representations, and functional modeling of Earth system data fields.

We an amazing #ML4RS workshop at @iclr_conf! Thanks @hannah_kerner for the (remote) organization lead. And special thanks to our sponsors @GoogleDeepMind @allen_ai and @sig_gis for enabling 🏆 two best paper 🏆 awards! ⬇️⬇️ and two student travel support grants! more info at ml-for-rs.github.io/iclr2025/

Full house at the ML4RS workshop! Currently featuring @xiaoxiang_zhu's keynote talk. 🤓

The second keynote of @xiaoxiang_zhu is kicking off the afternoon session of the #ML4RS workshop at #ICLR. The invited talk of Konstantin Klemmer (Microsoft) is upcoming with additional 4 contributed talks and the second poster session with 13 posters!

@esther_rolf kicking off the #ML4RS Workshop @iclr_conf with 50 submissions from 99 Authors, across 17 countries reviewed by 46 Reviewers in 20 Poster and 6 Orals throughout the day! Followed by @StefanoErmon giving his Keynote on spatio-temporal deep representation learning!

Come by my talk at ML4RS @ #ICLR2025 tomorrow! 👇👇👇

@seriouslaayn @GoogleDeepMind @allen_ai @sig_gis @hannah_kerner @rolf_comma_e @gabriel_tseng @HamedAlemo @RibanaRoscher @RonnyHaensch @ev4n3sce @GGedus @MiraliPurohit Yes, via slides live and the conference iclr.cc

@MarcCoru @GoogleDeepMind @allen_ai @sig_gis @hannah_kerner @rolf_comma_e @gabriel_tseng @HamedAlemo @RibanaRoscher @RonnyHaensch @ev4n3sce @GGedus @MiraliPurohit Is it gonna be livestreamed?

Four days until the Machine Learning for Remote Sensing Workshop (ML4RS) at #ICLR2025 in Singapore! ml-for-rs.github.io/iclr2025/ Are you excited to dive into the latest ML for Earth and space? Join us April 27—proudly sponsored by @GoogleDeepMind, @allen_ai , and @sig_gis.

🌍 ELLIS Summer School 2025 on AI for Earth and Climate Sciences! Key topic 1 of 4: Robustness 👨‍🎓Key note Speakers:
🔹 Jonas Peters (@ETH_en)
🔹 @MarcCoru (@WUR) 🔗 ellis-jena.eu/summer-school-… 📅 Apply by March 31

🚨 FEW DAYS LEFT! Abstract submission for #HAICON25 closes March 17! Join us June 3–5 in Karlsruhe for 3 days of AI-driven innovation, featuring keynotes from @mmbronstein & @RibanaRoscher. 📢 Submit now: haicon.cc/contributions/ 🔗 Learn more: haicon.cc

🧑‍🎓 Keynote speakers for ELLIS Summer School 2025: Niklas Boers (@TU_Muenchen), Jonas Peters (@ETH_en), @RibanaRoscher (@UniBonn), Frederik Kratzert (@Google), Gustau Camps-Valls (@isp_uv_es)(@UV_EG), Koreen Millard (@Carleton_U), @MarcCoru (@WUR), Maike Sonnewald (@UCDavis)

🎉🚀 Come check out our SatCLIP paper at AAAI! Friday 12.30-2.30 Poster Session

📢 Today is the last day to submit to the #ICLR2025 Machine Learning for Remote Sensing workshop! Submit by end of Feb 10 anywhere on Earth (that's Feb 11 at 4am Pacific US time) Submission instructions for 4-page research papers and 2-page tiny papers: ml-for-rs.github.io/iclr2025/

@robmarkcole With Open-Access APC charges of >2k EUR, the "for free" part could be fixed. Would also make reviewers more accountable for their service and (probably) increase the quality of the review.

Academics spending their Saturday emailing others to ask them to work for free. That system is broken 🤦‍♂️

Are you curious about how to Detect Plastics with Remote Sensing? Mathias Bochow (GFZ Potsdam), Tim van Emmerik (WU-HWM), and I will teach a PE&RC Master Class in Wageningen on March 5th. Registration is open and free (but the course is only on-site at Wageningen). pe-rc.nl/MasterClassPla…

#ICML2025 includes a new track on Application-Driven Machine Learning (innovative ML techniques, problems, and datasets driven by the needs of end-users in real-world)! If this fits your work, consider submitting to ICML (dl: Jan 30) and checking the ADML box ✅ in OpenReview ⬇️

We are excited to host the 3rd Machine Learning for Remote Sensing workshop 🛰️ at #ICLR2025 in Singapore! 📄 Submit your 4-page research papers or Tiny Papers by February 3 (<3 weeks away)! See the website for submission details and other info: ml-for-rs.github.io/iclr2025/

🚨📢 Call for short and tiny Papers 🚨📢 for the third Machine Learning for Remote Sensing workshop at ICLR 2025 in Singapore! Deadline in 3 weeks on February 3rd! Check the website ⬇️ for submission details ml-for-rs.github.io/iclr2025/

👇 Submit your abstracts by Jan 15 and join us at #EGU25 to be part of a transformative discussion on Multi-{Modal, Sensor, Resolution, Temporal} Approaches at the intersection of AI, remote sensing, and environment! 🧠🛰️🌎 📄 meetingorganizer.copernicus.org/EGU25/session/…