Konstantin Klemmer
@kklmmr.bsky.social
π€ 96
π₯ 54
π 16
AI Researcher @ LGND AI // Core team @ Climate Change AI
https://konstantinklemmer.github.io
Embeddings are all the rage in
#GeoAI
, but no clear definition or shared research agenda exists in the space. Introducing "Earth Embeddings: Towards AI-centric Representations of our Planet", led by
@estherrolf.bsky.social
,
@marccoru.bsky.social
& me. π
eartharxiv.org/repository/v...
π§΅π 1/7
15 days ago
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reposted by
Konstantin Klemmer
Sara Beery
about 1 month ago
How do we do more with biodiversity data we've already collected? I gave a TED Talk on scientific discovery in ecological databases at a joint TED Countdown and Bezos Earth Fund event for
#NYClimateWeek
this year, and it's now live!
@inaturalist.bsky.social
#AIforConservation
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ππI'm excited to announce that I will be joining
@ucl.ac.uk
as Assistant Professor from Fall 2026 to start a new
#GeoAI
group & maintaining my affiliation w/ LGND to put my research into practice! π¬π§I'm also hiring PhD students (Dec 5 deadline)! More details πhttps://konstantinklemmer.github.io/
about 1 month ago
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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
π°https://arxiv.org/abs/2511.02101 π»https://github.com/arjunarao619/GeoINRID
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about 1 month ago
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reposted by
Konstantin Klemmer
Climate Change AI
about 2 months ago
Interested in joining the CCAI core team? We are hiring for several roles across our communication, education and community building efforts. If one or more of these positions sound interesting to you, apply here π
www.climatechange.ai/contribute/c...
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#ICLR2025
workshop day 1οΈβ£! Find me π - "A Joint Space-Time Encoder for Geographic Time-Series Data"; Poster @ MLMP (13:30-15:00) - Talk @ ML4RS (15:30-15:50) - "Predicting Out-of-Domain Performance under Geographic Distribution Shifts"; Poster @ ML4RS (16:20-17:00)
8 months ago
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reposted by
Konstantin Klemmer
Climate Change AI
8 months ago
If you're not joining
#ICLR2025
in person but still want to join the action, follow our sustainability x AI networking forum tonight with our free livestream:
events.teams.microsoft.com/event/b0a1bf...
We can't wait to see you tonight! π
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Headed to
#ICLR25
next week! I'll... βΆοΈ...have posters at the ML4RS, CCAI & MLMP workshops βΆοΈ...give a talk at the ML4RS workshop on Apr 27 (
ml-for-rs.github.io/iclr2025/
) βΆοΈ...am organizing the CCAI workshop on Apr 28 (
climatechange.ai/events/iclr2...
) Wanna chat
#GeoAI
? Reach out!π
8 months ago
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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!π°οΈ
Paper:
tinyurl.com/5eejz5kw
Code:
tinyurl.com/2zm64967
10 months ago
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reposted by
Konstantin Klemmer
Nico Lang
11 months ago
Great opportunity for a PhD in Remote Sensing and Deep Learning in Copenhagen!
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reposted by
Konstantin Klemmer
Climate Change AI
11 months ago
The deadline for our
#ICLR2025
workshop has passed, but there are still some other climate & science workshops with open submissions! See below π * AgenticAI:
iclragenticai.github.io
* Generative and Experimental Perspectives for Biomolecular Design:
gembio.ai
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reposted by
Konstantin Klemmer
Climate Change AI
11 months ago
β°Last chance to submit your work to our
#ICLR2025
workshop. Submissions close at 23.59 AoE time today. We cannot wait to see all your exciting work!
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reposted by
Konstantin Klemmer
Nico Lang
11 months ago
A new ML-ready dataset for above-ground biomass estimation from multimodal EO data. It covers 11 regions distributed globally. paper:
arxiv.org/abs/2406.04928
dataset:
huggingface.co/datasets/prs...
Nice work from
@ghjuliasialelli.bsky.social
and
@torbenpeters.bsky.social
!
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reposted by
Konstantin Klemmer
Nico Lang
11 months ago
Recordings of the SSL4EO-2024 summer school are now released! This blog post summarizes what has been covered:
langnico.github.io/posts/SSL4EO...
Recordings:
www.youtube.com/playlist?lis...
Course website:
ankitkariryaa.github.io/ssl4eo/
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#ICLR2025
is running the "Tiny Papers" track through the workshops this year! This is a geat opportunity for researchers who are traditionally underrepresented in ML & want to break into the community. There will also be financial assistance available for Tiny Paper authors. Learn more π
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11 months ago
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reposted by
Konstantin Klemmer
Climate Change AI
12 months ago
We are hiring several new full-time team members to help shape CCAI's organizational development and ongoing activities! Open roles: - Administrative Assistant - Development Director - Director of Operations and Projects Learn more & apply here:
www.climatechange.ai/hiring
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Climate Change AI - Hiring
CCAI is looking for team members to play leading roles in the organizationβs ongoing activities.
https://www.climatechange.ai/hiring
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reposted by
Konstantin Klemmer
Patrick Emami
about 1 year ago
Check out the mentorship program for the "Tackling Climate Change with Machine Learning" workshop at
#ICLR2025
, which I'm helping co-organize! Apply to be a mentor to help guide authors with their submissions! Just a few hours of your time can make a big impact. Details below π½
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Happy to announce that I have started a new role as Research Scientist @ MSR! ππ My team is hiring for full-time & internship positions. Apply if you are excited about applied AI & real-world challenges π Intern:
tinyurl.com/cye38wbd
Full-time:
tinyurl.com/37ftfc58
about 1 year ago
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Hello world! π What better way to say "hi" here on π¦ than to announce that I am co-organizing the
#ICLR2025
edition of the "Tackling Climate Change with Machine Learning" workshop with an amazing team. Follow the link below to see how you can participate π
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about 1 year ago
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