#Embed2Scale
🌍 Welcome to the official Bluesky account of #Embed2Scale!

We’re here to share our latest project updates.
For all past updates, you can check out our previous posts on X (x.com/Embed2Scale).

Stay tuned for more on our research, events & breakthroughs!

#EarthObservation #AI #HorizonEU
March 17, 2025 at 8:08 AM
This work was done as part of the Embed2Scale project (@embed2scale.bsky.social) and with Juniper Tyree, @milank.bsky.social, Peter Dueben, @atmbnl.bsky.social, Dorit Hammerling, Allison Baker, Sara Faghih-Naini, and @philipstier.bsky.social !
April 24, 2025 at 12:47 PM
🔷 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗧𝗮𝗸𝗲𝘀 𝘁𝗵𝗲 𝗦𝘁𝗮𝗴𝗲 𝗮𝘁 𝗘𝗚𝗨 𝟮𝟬𝟮𝟱 🌏

As we gear up for #EGU25, we’re proud to spotlight the scientific contributions from the Embed2Scale consortium ❗

🛰️ embed2scale.eu/2025/03/20/t...

@euspa.bsky.social
April 16, 2025 at 10:38 AM
🌿 New research alert from #Embed2Scale ‼️

❓ How can we improve aboveground biomass mapping when only low-resolution data is available? 🛰️

📄 Read the publication: embed2scale.eu/download/gsr...

#EarthObservation #RemoteSensing #Biomass #Sentinel #AI4EO #Copernicus #GeospatialAI #ClimateData
June 5, 2025 at 8:48 AM
🚀 The #CVPR2025 #EarthVision Data Challenge has already started❗

Organized by #Embed2Scale, this challenge pushes the limits of lossy neural compression for geospatial analytics.

🔗 Join the challenge now: eval.ai/web/challeng...

euspa.bsky.social
March 17, 2025 at 8:22 AM
We’re heading to #LPS25! 🌍 Join #Embed2Scale at
European Space Agency's Living Planet Symposium in Vienna (23–27 June) for talks on:

🛰️ AI compression
🌐 Foundation models
📡 SAR for maritime
🧠 Self-supervised learning
➕ An invited talk on #Copernicus & AI!👉 bit.ly/4lcawSp

@euspa.bsky.social
Embed2Scale to Present AI-Driven Earth Observation Research at ESA’s Living Planet Symposium 2025
We’re proud to announce that the Embed2Scale project will be strongly represented at the upcoming ESA Living Planet Symposium 2025 (LPS25), the international event gathering the Earth Observation comm...
bit.ly
June 23, 2025 at 8:05 AM
🔹 𝗧𝗵𝗲 𝟮𝗻𝗱 𝗘𝗺𝗯𝗲𝗱𝟮𝗦𝗰𝗮𝗹𝗲 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿 𝗶𝘀 𝗼𝘂𝘁 ❗

🎯 Catch up on the latest updates, recent scientific publications & upcoming events 🌍

👉 Read the full newsletter here:
🔗 lnkd.in/eNnmwps9

@euspa.bsky.social

#AI #Embeddings #EarthObservation #GeospatialData #Research #EUProjects #HorizonEurope
April 9, 2025 at 8:51 AM
📢 #Embed2Scale takes the stage on 📅 𝟲 𝗠𝗮𝘆 at the
🔹 𝗘𝗦𝗔-𝗡𝗔𝗦𝗔 𝗪𝗼𝗿𝗸𝘀𝗵𝗼𝗽 🔹 to present our work on AI-powered compression for #EarthObservation data:

❇️ 𝗝𝗢𝗜𝗡 𝗨𝗦
👉 embed2scale.eu/2025/04/03/e...
📌 “𝗘𝗮𝗿𝘁𝗵𝟮𝗩𝗲𝗰 𝗫𝗰𝗵𝗮𝗻𝗴𝗲:
👉 embed2scale.eu/2025/05/01/e...

@euspa.bsky.social

#FoundationModels #GeospatialAI
May 2, 2025 at 11:42 AM
On February 4-5, the #Embed2Scale consortium met at the University of Oxford to collaborate on AI-driven #geospatial innovations.

SatCen leads the use case work package, showcasing AI-compression for improved satellite data transfer and feature detection.🛰️

#Space4Security #AI #HorizonEU #satellite
February 11, 2025 at 10:44 AM
Zirui Xu, Raphael Tang, Mike Bianco, Qi Zhang, Rishi Madhok, Nikolaos Karianakis, Fuxun Yu
Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025)
https://arxiv.org/abs/2509.06993
September 10, 2025 at 8:33 AM
📣 We are proud to announce NeuCo-Bench: a lightweight, task-driven benchmarking framework for compact Earth Observation embeddings.

📄 Explore the repo and get started: github.com/embed2scale/...

CVPR Challenge: www.grss-ieee.org/events/earth...

@euspa.bsky.social
GitHub - embed2scale/NeuCo-Bench: Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks.
Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks. - embed2scale/NeuCo-Bench
github.com
June 25, 2025 at 7:39 AM
📣 We are proud to announce NeuCo-Bench: a lightweight, task-driven benchmarking framework for compact Earth Observation embeddings.

📄 Explore the repo and get started: github.com/embed2scale/NeuCo-Bench

CVPR Challenge: www.grss-ieee.org/events/earth...
June 25, 2025 at 7:37 AM
Xu, Tang, Bianco, Zhang, Madhok, Karianakis, Yu: Geospatial Foundational Embedder: Top-1 Winning Solution on EarthVision Embed2Scale Challenge (CVPR 2025) https://arxiv.org/abs/2509.06993 https://arxiv.org/pdf/2509.06993 https://arxiv.org/html/2509.06993
September 10, 2025 at 6:30 AM