Portrait of Junior Professor Marc Rußwurm
Congrats to Junior Professor Marc Rußwurm! @dfg.de will be providing up to €1.4 million in funding for his Emmy Noether Group devoted to developing AI methods for fusing different types of geodata to arrive at a uniform geospatial representation: www.uni-bonn.de/en/news/068-...
© G. Hübl/Uni Bonn
Models like DeepMind's AEF have a fixed embedding space; but how many "intrinsic" dimensions do they actually use?
Find out in our new paper led by Arjun Rao & w/ @estherrolf.bsky.social & @marccoru.bsky.social
📰https://arxiv.org/abs/2511.02101
💻https://github.com/arjunarao619/GeoINRID
We welcome your contributions to our Thematic Session "Data-Centric Learning for Geospatial Data" at ISPRS 2026, Toronto 4-11 July, 2026: www.isprs2026toronto.com/thematic-ses...
❗️Submission deadline is November 3, 2025
🐙Organizers: Devis Tuia, Maria Vakalopoulou, Ribana Roscher
🚨Our new review paper "Better, not just more: Data-centric ML for Earth Observation" 🌐🤖🛰️🔍 is out in GRSM. Shifting the focus from models to data offers new possibilities to improve accuracy, generalization, and real-world impact: ieeexplore.ieee.org/document/107...
Arxiv: arxiv.org/abs/2312.05327
Come to Claire Robins poster at Q22! ;-)
Come to Joost van Dalen’s poster on SAMSelect with Yuki Asano and me at location I34 at the Living Planet Symposium #LPS25!
If you are interested in scaling up your #remote_sensing analyses but do not know how, come for the inspiration to the @esa.int's #LPS25 session 𝗗.𝟬𝟰.𝟬𝟱 (𝗧𝗵𝗿 𝟮𝟲𝘁𝗵 𝗝𝘂𝗻 | 𝟴:𝟯𝟬-𝟭𝟭:𝟬𝟬 | 𝗛𝗮𝗹𝗹 𝗟𝟯) led by @kristofvantricht.bsky.social, @marccoru.bsky.social and me.
#BigData #Satellites #EO
We an amazing #ML4RS workshop at @iclr_conf! Thanks Hannah Kerner for the (remote) organization lead.
And special thanks to our sponsors Google Deep Mind, Allen aI and SIG GIS for enabling 🏆 two best paper 🏆 awards! ⬇️⬇️ and two student travel supports!
more info at ml-for-rs.github.io/iclr2025/
The second keynote of @xiaoxiang-zhu.bsky.social 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!
🌏 Join us in just a couple of hours for the Machine Learning for Remote Sensing Workshop at ICLR! Proudly sponsored by Google DeepMind, Ai2, and SIG Spatial Informatics Group
@estherrolf.bsky.social kicking off the #ML4RS Workshop
at ICLR with 50 submissions from 99 Authors, across 17 countries reviewed by 46 Reviewers in 20 Poster and 6 Orals throughout the day!
Followed by Stefano Ermon giving his Keynote on spatio-temporal deep representation learning!
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 Google DeepMind, Ai2, and SIG Spatial Informatics Group
Off to #AAAI25! We're presenting #SatCLIP (w/ @marccoru.bsky.social, @estherrolf.bsky.social, @calebrob6.bsky.social & @lestermackey.bsky.social) at the 12.30-2.30pm poster session on Feb 28! Let me know if you're around & want to chat #GeoAI!🛰️
Paper: tinyurl.com/5eejz5kw
Code: tinyurl.com/2zm64967
March 5th :-)
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 May 5th.
Registration is open and free (but the course is only on-site at Wageningen). www.pe-rc.nl/MasterClassP...
Hi, both long papers and tiny papers are non-archival. They will stay on the website as PDFs but there won't be proceedings. Some few selected papers will be invited to fast-track to Geoscience and Remote Sensing Letters as an alternative pathway to proceedings.
🚨📢 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/
@iclr-conf.bsky.social
🌍📡 Excited about AI & remote sensing? Submit your abstract to our #EGU25 session: “Multi-Modal, Multi-Sensor, Multi-Resolution & Multi-Temporal Approaches for Environmental Remote Sensing,” led by Gencer Sümbül.
meetingorganizer.copernicus.org/EGU25/sessio...
Deadline: 15 January 2025, 13:00 CET!
Great, please consider adding ML+EO/RS folks
@ankitky.bsky.social @marccoru.bsky.social
@luciagordon.bsky.social
@vishalned.bsky.social
@loicland.bsky.social
@sarameghanbeery.bsky.social
@aleksispi.bsky.social
@johdolgha.bsky.social
@stefanopuliti.bsky.social
@nicolang.bsky.social (me)
...
Two workshops of potential interest for ML-environment researchers at ICLR 2025:
Workshop on Tackling Climate Change with Machine Learning: Data-Centric Approaches in ML for Climate Action
3rd Workshop on Machine Learning for Remote Sensing
#ccai
📢 Last Call for Abstracts!
Submit your Abstract at the Living Planet Symposium #LPS25 (lps25.esa.int) to our Session "From Research Lab to Global Map" D.04.05. See you in Vienna next year! Deadline Dec 1st.
Session organized by Kristof van Tricht (Vito), Tomislav Hengl (Opengeohub) & me 😃
Cool article by @marccoru.bsky.social et al. exploring the use of spherical harmonics and very shallow SIREN networks to convert longitude and latitude meaningful geospatial embeddings on the sphere (code is also available) arxiv.org/abs/2310.06743
Ah thanks! I'm still finding my way around bsky. Got forwarded your great list.
Hi, I would be also happy if you could add me. Thanks
🚨Come join the new Wageningen Chairgroup in Artificial Intelligence as Assistant Professor. There are two openings now!
www.wur.nl/en/vacancy/t...
🚨Check out our new review paper on the importance of data quality in geospatial data. Awesome collaborative work lead by @ribana.bsky.social distilling a clear picture from the inputs and references of many co-authors in this comprehensive review.
