@ZbindenRobin

PhD Student @EPFL_en with @devistuia 🇨🇭 Deep Learning applied to Ecology and Species Distribution Modeling 💻🦜🌍

zbirobin.github.io/
Joined August 2021
  • Tweets45
  • Following272
  • Followers136
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Robin Zbinden retweeted
Lenka Zdeborova@zdeborova8 Oct 2024
I would like to think about this as an invitation that physics extends towards AI/ML to think like physicists: -"Let's figure out how the world works". This is unlike computer scientists, who often see worst cases and adversaries. Nor mathematicians who need theorems everywhere.
The Nobel Prize
@NobelPrize8 Oct 2024
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”
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Interested in underwater SfM/SLAM?🪸📸🌊🤿 I will present our approach to remove detrimental caustics and backscatter from single images at #ECCV2024 in Milan this week. Work done at ECEO @EPFL_en with @devistuia! Come say hi on Thursday Oct 3 at 16:30! eccv.ecva.net/virtual/2024/p…
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Robin Zbinden retweeted
devistuia@devistuia18 Sep 2024
🚨 job alert! We just opened a PhD position in my lab for a crazy interesting and important project with @ETH_en and the @ICRC We will look into new ways to use nightlight 🛰 data for characterising humanitarian crisis situations! Apply: careers.epfl.ch/job/Sion-PhD… @EssTechEPFL

PhD position "Nightlights image analysis for humanitarian applications"

PhD position "Nightlights image analysis for humanitarian applications"

careers.epfl.ch
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Today, I have started my new position as Lecturer/researcher in the People & Nature Lab at University College London (@ucl, @UCLCBER )! I will be working with fabulous @ProfKateJones on technology and machine learning for environmental good. Stay tuned for news and opportunities!
Palace of Westminster and Elizabeth Tower (Big Ben), London, UK. Yeah, I actually did take that picture myself, otherwise it would be fully straightened and oversaturated.

ALT Palace of Westminster and Elizabeth Tower (Big Ben), London, UK. Yeah, I actually did take that picture myself, otherwise it would be fully straightened and oversaturated.

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Robin Zbinden retweeted
devistuia@devistuia31 May 2024
For the first paper of @nina_vTiel ‘s PhD, we embarked in the adventure of mapping 10’000 species of trees 🌲 globally and study projected distribution changes under climate change scenarios! with @loic_pellissier @CrowtherLab , @NEZimmermann_ and many more! In @NatureComms
EPFL@EPFL_en31 May 2024
A group of EPFL and @ETH_en scientists have mapped the biodiversity in forests worldwide. Their data, when combined with climate projections, reveal trends that could support ecosystem conservation and restoration efforts. @epflENAC go.epfl.ch/e178c2
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PhD position on NLP+Earth observation at Inria Montpellier: recrutement.inria.fr/public/… In the context of the GEO-ReSeT project (Inria and Université de Paris Cité), we are looking for someone to help us build a language-aware Earth observation foundation model.
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If you are @iclr_conf, come catch us at the poster session of “Tackling Climate Change with ML” at 2:30 where we present our work “Predicting Species Occurrence Patterns from Partial Observations” , work with @melisandeteng & @david_rolnick arxiv.org/pdf/2403.18028
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Robin Zbinden retweeted
Marc Rußwurm@MarcCoru8 May 2024
Heavy poster teamwork action today with @ZbindenRobin @kklmmr at #ICLR2024
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Robin Zbinden retweeted
Marc Rußwurm@MarcCoru8 May 2024
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/locationenc… paper: openreview.net/forum?id=Pudd… @devistuia @rolf_comma_e
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Towards real-time 3D mapping of coral reefs with deep learning using only videos from cheap cameras, now published in Methods and Ecology and Evolution! In short, we propose to use 3D mapping entirely driven by deep learning.
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Historical aerial imagery contains a wealth of information. In our new paper, we extract forest cover dynamics with knowledge-guided deep learning over the period 1946-2020. 🌲 news.epfl.ch/news/did-forest… with Gaston Lenczner, @MarcCoru, @devistuia

Did forests in Valais move upwards in the last 80 years?

Yes! Forests are dynamic and react to climate change. In particular, their upper limit (known as the treeline) is moving upwards due to the increase temperatures and agricultural land abandonment. In...

news.epfl.ch
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Check out the recent video featuring our own @devistuia on an expedition to #Djibouti with a team of international researchers studying Red Sea coral reefs. 🌊🔬 vimeo.com/903195229 #MarineEcology

The Seven Brothers Mission - Djibouti, November 2023

This is "The Seven Brothers Mission - Djibouti, November 2023" by TRSC on Vimeo, the home for high quality videos and the people who love them.

vimeo.com
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Robin Zbinden retweeted
Konstantin Klemmer@kklmmr16 Jan 2024
Geh heast! Our spherical harmonics location encoding paper has been accepted as a spotlight at #ICLR2024. See you in Vienna! 🥳
Konstantin Klemmer@kklmmr16 Oct 2023
New preprint out on geographic location encoding using spherical harmonics and sinusoidal representations! 🌐➡️🌏 Work led by @MarcCoru and w/ @rolf_comma_e, Robin Zbinden and @devistuia. 📄Paper: arxiv.org/abs/2310.06743 💻Code: github.com/marccoru/location… 🧵Thread: 👇 1/11
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Robin Zbinden retweeted
EPFL-ENAC
@epflENAC21 Dec 2023
Congratulation to @devistuia, elected as Fellow of the Institute of Electrical and Electronics Engineers (@IEEEorg) “for his for contributions to artificial intelligence and machine learning applied to Earth Observation data”. @EPFL_en
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Robin Zbinden retweeted
devistuia@devistuia23 Nov 2023
Dont Forget to apply to this wonderful position in my team! 🦓 + 🛰 + 🤖 = 💥
devistuia@devistuia2 Nov 2023
🚨 job alert ! Come join my Lab #eceo in beautiful Sion, as a postdoc in #ecology and #deeplearning ! We want you to build the next gen Species Distribution Models! Apply now! recruiting.epfl.ch/Vacancies…
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Robin Zbinden retweeted
Marc Rußwurm@MarcCoru22 Nov 2023
Hello world 🌎🛰️! We have a new #Cell #iScience (SI #GeoAI) paper out with S.J. Venkatesa and @devistuia on Detection of Marine Debris with Sentinel-2! sciencedirect.com/science/ar… It's joint work between @WUR and @epflENAC and part of the ADOPT @SDSCdatascience project!
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🌡️  ERA5 data from @CopernicusECMWF indicates that 17 November was the first day that the global temperature exceeded 2°C above pre-industrial levels, reaching 2.07°C above the 1850-1900 average and the provisional ERA5 value for 18 November is 2.06°C.
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Robin Zbinden retweeted
devistuia@devistuia2 Nov 2023
🚨 job alert ! Come join my Lab #eceo in beautiful Sion, as a postdoc in #ecology and #deeplearning ! We want you to build the next gen Species Distribution Models! Apply now! recruiting.epfl.ch/Vacancies…
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Did you miss our latest webinar? No worries! You can check out the recording of @devistuia's talk on our YouTube channel: youtube.com/watch?v=SIGgzhHT… 🎥📺
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Robin Zbinden retweeted
Konstantin Klemmer@kklmmr16 Oct 2023
New preprint out on geographic location encoding using spherical harmonics and sinusoidal representations! 🌐➡️🌏 Work led by @MarcCoru and w/ @rolf_comma_e, Robin Zbinden and @devistuia. 📄Paper: arxiv.org/abs/2310.06743 💻Code: github.com/marccoru/location… 🧵Thread: 👇 1/11
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