ML Researcher, Earth Observation 🛰️ Wildfire Forecasting 🔥
Joined February 2019
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Ioannis Prapas retweeted
🚨 Live at #LPS25 in Room 0.11/0.12!
NTUA & TUM in action, leading a tutorial on Foundation Models (FM) for EO — practical AI for land cover mapping, object detection & more 🌍🛰️
Interested in FM?👉 thinking-earth.eu/foundation…
@ThinkingEarthEU @NikosGiannisB
#RemoteSensing #AI
Ioannis Prapas retweeted
Deep search and satellite data is an interesting mix 🔥🛰️
The demo shows the AI Reporter doing deep investigation into the Palisades fire early in 2025.
In ~2 minutes you get a concise report, based on deep search and satellite data.
#geoAI #AI4EO #PalisadesFire #AgenticAI
Ioannis Prapas retweeted
🚀 IGARSS kicks off this Sunday, and our lab will be there with an amazing tutorial! 🧠💻
Join @yannispapoutsis, @iprapas, @skondylatos, @NikosGiannisB, and Maria for a deep dive into AI and natural hazards.
Info below⬇️
#IGARSS2024 #AI #Wildfires #Floods #DataCubes
Ioannis Prapas retweeted
Join the Scaling Science workshop at #IGARSS2024 to master scaling geospatial data & scientific research w/ open-source tools! Ideal for scientists, researchers, & practitioners looking to leverage cloud computing, machine learning, & big data analytics. 2024.ieeeigarss.org/tie_even…
𝙎𝙘𝙖𝙡𝙞𝙣𝙜 𝙎𝙘𝙞𝙚𝙣𝙘𝙚: 𝘼 𝙜𝙪𝙞𝙙𝙚 𝙤𝙣 𝙨𝙘𝙞𝙚𝙣𝙘𝙚 𝙖𝙥𝙥𝙡𝙞𝙚𝙙 𝙞𝙣 𝙞𝙣𝙙𝙪𝙨𝙩𝙧𝙮
Empower your research w/ open, scalable practices. Embrace transparency & collaboration to drive greater impact. 🧵
ds.io/scaling-science
@IEEE_GRSS
#OpenScience
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Ioannis Prapas retweeted
Excited to share that SPOT is accepted to #CVPR2024.
SPOT advances unsupervised object-centric learning with attention-based self-training & patch-order permutation, achieving state-of-the-art results.
- Paper: arxiv.org/abs/2312.00648
- Code: github.com/gkakogeorgiou/spo…
Ioannis Prapas retweeted
@skondylatos is in New Orleans @neuripsconf, presenting the Mesogeos dataset, a large-scale dataset for wildfire modeling in the Mediterranean. Don't miss his oral presentation at 15.30 local time #neurips orion-ai-lab.github.io/publi… #neurips
Ioannis Prapas retweeted
🌍 🚨📜🤖👨👩👧👧
Machine learning helps us unravelling the climate interactions between socioeconomic context and natural hazards on human population displacement
We study The Displacement Puzzle with #AI!
Read it @NatureComms:
nature.com/articles/s41467-0…
Thread🔄
Ioannis Prapas retweeted
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✍ Authors: Nikolaos Ioannis Bountos @NikosGiannisB, Ioannis Papoutsis @yannispapoutsis, Dimitrios Michail @TheDMichail and Nantheera Anantrasirichai
🔗DOI: doi.org/10.1109/LGRS.2021.31…
#earthobservation #remotesensing #ai #Volcanoeruption #volcano
Ioannis Prapas retweeted
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Learn how #SAR plays a crucial role in identifying #Fagradalsfjall volcanic unrest in #Iceland !
🆕 GRSS article of the week
📕Journal: #IEEE Geoscience and Remote Sensing Letters
📑Title: Self-Supervised Contrastive Learning for Volcanic Unrest Detection
Ioannis Prapas retweeted
TeleViT "Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting" won the Best Paper Award 🏆 at the Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop of @ICCVConference
#ICCV2023 🇫🇷
Ioannis Prapas retweeted
Orion Lab's @iprapas at @ICCVConference in Paris 🇫🇷
🗓️Spotlight Talk today at 15:45 CET + Poster Session
👉 TeleViT: Teleconnection-driven Transformers Improve Subseasonal to Seasonal Wildfire Forecasting #ICCV2023
hadr.ai/iccv23/iccv-schedule…
Presenting tomorrow 3/10 at 15:45 TeleViT in AI+HADR #ICCV2023 @ICCVConference Paris. Join us also for the poster session right after.
Full schedule: hadr.ai/iccv23/iccv-schedule…
Ioannis Prapas retweeted
📢 Join DeepCube, @CALLISTO_H2020 and @EnvisionH2020 at the NASA International Space Apps Challenge in Thessaloniki!
spaceappschallenge.org/
DeepCube will participate in the #hackathon with a challenge on #wildfire danger forecasting 👩💻👨💻
More details coming soon!
@CALLISTO_H2020 along with @EnvisionH2020 and @DeepCube_H2020 , is organizing a #hackathon during the @NASA Space Apps Challenge on October 6th at @okthess 🤯
Wait no more and register now 👉tinyurl.com/mrh3u6yv
#NASA #EU #CALLISTO #ENVISION #DeepCube #registration
Ioannis Prapas retweeted
📢 Join DeepCube at the @ITU #AIforGood Global Summit 2023!
On 5 July @iprapas will speak about #wildfire danger forecasting at the ML Workshop "The role of AI in tackling climate change and its impacts: from science to early warning"
Free registration ➡️aiforgood.itu.int/event/the-…
Ioannis Prapas retweeted
Orion Lab at IGARSS 2023 🌺
Register for our #tutorial on Deep Learning for monitoring and forecasting natural hazards with earth observation data
2023.ieeeigarss.org/tutorial…
🗓️Sun, 16 Jul, 09:00 - 12:00 Pacific Time
Advance Rate by 19 May | Registration ⬇️
2023.ieeeigarss.org/registra…
Ioannis Prapas retweeted
LAST DAY to register for the @esa Φ-lab workshop on ΑΙ for Natural Hazard Management🌍
➡️forms.gle/yCeKk5d4syPqbCk68
Join us 10 May, 14h-17h30 for an impressive lineup of experts & cutting-edge topics, including Causality, Probabilistic ML, GNNs, Earth System models & Explainable AI
Ioannis Prapas retweeted
It is estimated that there are at least 29 million people that live within 10km from an active volcano🌋. Unlike famous volcanoes like Etna and Stromboli, approximately 45% of the known subaerial volcanoes (~1500) have little to no monitoring systems. (1/5)
Our global #volcanic activity early warning system Pluto in the @ircai_unesco Global Top 100 list of AI solutions to support the achievement of the @UN SDGs!
Learn about Pluto's contribution to SDG11 Sustainable Cities & Communities
👉ircai.org/top100/entry/pluto…
@SDGaction #AI4SDGs
Ioannis Prapas retweeted
Our global #volcanic activity early warning system Pluto in the @ircai_unesco Global Top 100 list of AI solutions to support the achievement of the @UN SDGs!
Learn about Pluto's contribution to SDG11 Sustainable Cities & Communities
👉ircai.org/top100/entry/pluto…
@SDGaction #AI4SDGs
Ioannis Prapas retweeted
As the @ESA_EO funded project #SeasFire from @OrionLab_NOA @MPI_BGC @harokopio_ is ending, two European researchers participate to the research sprint on #explainableAI for #wildfires organised by @picampusschool !
seasfire.hua.gr/
👇 meet them in the video below 👇
Meet the data science team of @picampusschool working on SeasFire! ⬇️ linkedin.com/feed/update/urn…
Johanna & Giovanni, with the guidance of Cristiano, are experimenting with the SeasFire cube to investigate #explainability of the developed models of seasonal global #fire #forecasting
Ioannis Prapas retweeted
Starting soon @ #agu2022 #FDL2022's final paper: can we use SSL methods on SAR data?
📜DeepSlide: Self-supervised learning on SAR data for change detection
17:25 to 17:35 CST Room E252 (Lakeside, Level 2)
Go Team #earthscience! @iprapas fdl.ai/agu2022
Ioannis Prapas retweeted
Join #FDL's SAR team presenting their second paper in a few minutes @ #NeurIPS22!! fdl.ai/neurips2022
📜 Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
Good luck @iprapas! #neurips2022 #GenerativeAI #SSL #AI #ML
