Gedeon Muhawenayo

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.

@BGatesIsaPyscho The true size can help you understand how each country would look if it was at a different location thetruesize.com

Please explain it to me like I’m 5 years old….

Meet Galileo (Global And Local flexIbLe Earth Observation): our new family of remote sensing foundation models that 🥇 ranks highest on benchmarks & is 🛰️ pretrained on 11 remote sensing datasets, ⿺ flexible to any input data shape, & 📉 optimized for large & small-scale objects

NASA Harvest had so many presenters in different sessions this week at #AGU24! We’re happy to share some of them with you over the next few days! Gedeon Muhawenayo is studying the impact of conflict on agricultural land in Sudan using machine learning & #EOData.

Our lab will have a busy week at #AGU24! See you there 🦾

That's a wrap for Spring 2024! 🎬 It's been a whirlwind semester including 🛰️ 1st CSE 598: Machine Learning for Remote Sensing class 🧠 first lab retreat 📜 4 undergrad thesis + 1 masters thesis defense 🎓 6 masters student graduations & 🆕 4 new PhD admits Proud of this team!🦾

"have remote sensing people not seen that Transformers are SOTA?" - Discussing some controversial questions 👿 with our @iclr_conf #ML4RS workshop with our panel "Beyond Benchmarks" with Nico Lang (@nicolangnl) Ramona Pelich, Stefan Lang (@Z_GIS1), Matej Batic (@matejbatic) #panelists" target="_blank" rel="nofollow noopener">ml-for-rs.github.io/iclr2024/#pane…

How do global land cover maps compare? How do we choose one? We evaluated cropland accuracy of 11 maps in 8 African countries & found low consensus (<0.5% cropland agreement). Low performance across all maps highlights the need for improved #ML methods. nature.com/articles/s4159…

Come join us at our spotlight 🤩 poster today at #ICLR2024. @kklmmr @ZbindenRobin, 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 @rolf_comma_e

only 6 days! until the ML4RS workshop at #ICLR24 in sunny Vienna 🇦🇹🌄 We are looking forward to awesome keynotes @sherwang and @damianborth, along with great panelists, orals, posters, and awards. All enabled by our sponsors @esa @hyperplan_eu @MSFTResearch @IEEE_GRSS @isprs!

I am recruiting a PhD intern to work with me @AIatMeta (GenAI) around LLMs, tool use, and / or the GAIA benchmark. Ideal profile: near the end of your PhD, willing to be based in Paris, starting in May/June 2024. DM if you’re interested!

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

⏰ We extended the deadline for the @iclr_conf #ML4RS workshop! The new deadline is Feb 9th! 🙌 Thanks to @hyperplan_eu and @esa, we also have limited funding to help students travel to the conference: Please check the requirements on our website #travel-support" target="_blank" rel="nofollow noopener">ml-for-rs.github.io/iclr2024/#trav…

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)

👉 Deep Learning Paper Implementations A collection of simple PyTorch implementations of neural networks and related algorithms, documented with explanations and side-by-side notes. 🔗 github.com/labmlai/annota…

🔴 View 🛰️ #satellite images in #QGIS using the #SentinelHub QGIS plugin which connects to the #Copernicus Data Space Ecosystem by default, providing free and open access to all #Sentinel data. 👀 How to use it? Follow the instructions in this video 🎞️▶️ youtu.be/SyNTdSNyFDI

I'm hiring PhD students to join my group in the CS department at CU Boulder! 🏔️🦬 We work on statistical and geospatial machine learning, focusing on real-world problems 🌏 and fundamental advances in efficient and responsible ML methods 📈! Oct 10, 11MT: calendar.colorado.edu/event/esther_r…

I have multiple Ph.D. openings at the intersection of computational neuroscience, dynamical systems, and machine learning. If interested, please send me an email at <erfan.nozari@ucr.edu>. Make sure to attach your CV and all your past transcripts.

After the "Big Scholars" workshop at #CVPR we keep the discussion going. We asked the folks below "What comes next in Computer Vision?". We want to inspire junior researchers to work on the next big problems, which might not be today's problems! Tomorrow @ICCVConference

The portal is open: Our #ELLISPhD Program is now accepting applications! Apply by November 15 to work with leading #AI labs across Europe and choose your advisors among 200 top #machinelearning researchers! #JoinELLISforEurope #PhD #PhDProgram #ML ellis.eu/news/ellis-phd…