Florient Chouteau @foxchouteau
Artificial Intelligence for Earth Observation 🌏🛰 | Co-organizer of @tlse_dasci 🦉 meetup | @ISAE_officiel alumni and visiting teacher🛩 🚀 github.com/fchouteau Toulouse, France Joined November 2015-
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No, this breathtaking view of Jupiter wasn't taken by an astronomical satellite or an Earth-based telescope, but by our satellite #PléiadesNeo!🛰️ The Pléiades Neo satellites are usually exclusively focused on Earth, capturing every inch of our planet in great detail. But this…
@adrianfartade42 It was honestly eye-opening for me to see how much hostility toward Europe there is in the US. It was also clear that my work is far from done. So few seem to know how significant Europe's involvement is in the space domain.
Spoke to a friend last night who had been using ChatGPT for work for months. She was completely unaware that it could make stuff up and potentially cost her her job. 🫠 We really need to do a better job of educating non-technical folks about the limitations of gen AI!
💯 this. Kubernetes is fine for batch jobs and long-running, replicated services, where start times don’t matter. But when a human’s workflow is blocked on waiting for a pod to start, it’s almost certainly the wrong tool for the job. (We learned this lesson the hard way too)
💯 this. Kubernetes is fine for batch jobs and long-running, replicated services, where start times don’t matter. But when a human’s workflow is blocked on waiting for a pod to start, it’s almost certainly the wrong tool for the job. (We learned this lesson the hard way too)
Difficult conversations are rarely as unpleasant as we expect. 7 studies: we're too pessimistic about leveling with friends & partners. We fixate on what could go wrong, overlooking what might go right. Relationships stagnate in silence. Candor opens the door to growth.
I'm so lost right now
Au-delà de la question, à la réponse divulgachée dans le titre, une discussion éclairante sur les enjeux de la montée en volume d'une industrie (d'un artisanat ?) complexe à faible volumétrie, et du rôle de l'état et de l'Europe. Merci @alexjubelin et @AmelieFe !
Au-delà de la question, à la réponse divulgachée dans le titre, une discussion éclairante sur les enjeux de la montée en volume d'une industrie (d'un artisanat ?) complexe à faible volumétrie, et du rôle de l'état et de l'Europe. Merci @alexjubelin et @AmelieFe !
The European Space Agency will not open an investigation into how Avio lost and then destroyed a pair of tanks for the final Vega flight in 2024. europeanspaceflight.com/esa-will-not-o…
Every generated picture is more incredible than the one before it 🤩
Rejoignez-nous le mercredi 22/11 à @HarryCoworking pour une session autour des modèles de génération d'image et leurs applications industrielles @jolibrain , ainsi qu'une plongée dans l'écosystème de Stable Diffusion @JulienBlanchon meetup.com/tlse-data-scie…
🎉 We’ve reached 9k supporters! Only 1k more and then #LEGO will consider making a real #JWST set! Click support (it’s free) at bit.ly/LEGOJWST #NASA
The biggest problem with bureaucracy isn't having too many rules. It's having rules that fail to serve core values and goals. Dysfunctional organizations have rigid policies that thwart the mission. Healthy organizations have policies that can be changed to advance the mission.…
Rejoignez-nous le mardi 24/10 chez @HarryCoworking pour une conférence au sujet de la petite niche des Large Language Models et de leurs applications. Pas de lamas, mais de la bonne humeur garantie🤗 ! meetup.com/tlse-data-scie…
Le Toulouse Data Science fait sa rentrée ! Rejoignez-nous ce mercredi 20/09 à @HarryCoworking pour parler de modèles de computer vision en production meetup.com/tlse-data-scie…
I still see Matlab as a main language listed on some resumes I review, especially from candidates with ECE backgrounds. If you’re still teaching with Matlab instead of Python, or if you’re using Matlab in your research group, you’re doing your students a real disservice.
Never thought I'd see the day I'd have a publication in JMLR 🥹 So happy that the BLOOM carbon footprint paper has finally found a home at such an incredible venue! Thank you @shakir_za for being such a great editor, it warms my heart to see your name on this paper 💚
On va rappeler quelques notions, définitions, éléments de réflexion, sur les notions de souveraineté et d'indépendance énergétique.
On va rappeler quelques notions, définitions, éléments de réflexion, sur les notions de souveraineté et d'indépendance énergétique.
L @JEluard10432
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2K Followers 2K Following PhD, Sr. Machine Learning Engineer #AI4Ag @RegrowAg. Previously #GeoAI @developmentseed& research scientist @ICRAF. Hobby artist 👩🏻🎨 @NaNaYi30989992Sébastien Hordeaux @shordeaux
462 Followers 105 Following CEO @etincelle_tls @etincelle_albi and few others. Prefer to have computers do hard tasks rather than people to let them enjoy their lifes.Arthur Mensch @arthurmensch
40K Followers 871 Following Co-founder and CEO @MistralAI. Apply https://t.co/yHGRZAtjcxRêves d'Espace @RevesdEspace
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25K Followers 35 Following European Space Agency astronaut. French air and space force helicopter test pilot. #ESAastro2022Alexandre Jubelin @alexjubelin
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25K Followers 553 Following Resources to take your Machine Learning skills to the next level 🧪 Senior Data Scientist, RecSys @NVIDIAAI 🏫 @fastdotai trained DL Eng 📝 https://t.co/By87iXx5PuAndrew Parsonson @AndrewParsonson
5K Followers 205 Following I'm on a mission to promote European spaceflight. Contributor to SpaceNews and Payload. For queries, email [email protected]mauricio delbracio @2ptmvd
1K Followers 773 Following Research Scientist at Google Research, Machine Learning and Computational imaging. I see photons *everywhere*. All opinions are my own. 🇺🇾Gergely Orosz @GergelyOrosz
249K Followers 2K Following Writing @Pragmatic_Eng, the #1 technology newsletter on Substack. Author of @EngGuidebook. Formerly Uber & Skype.clem 🤗 @ClementDelangue
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86K Followers 268 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York UniversityCharlotte Pelletier @CharlottePlltr
687 Followers 535 Following Ass. Professor in computer science and data science at @UBS_universite 👩💻 Researcher in time series analysis with applications to Earth observations 🌍🛰️Tom MacWright @tmcw
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5K Followers 510 Following Director, MIT Media Lab SEI @ExploreSpace_ML. Founder CEO @aurelia_labs. Building self-assembling space habitats. Democratizing access to our #SciFiSpaceFutureActu IA - Intelligenc.. @ActuIAFr
16K Followers 9K Following Toute l'actualité de l' #IntelligenceArtificielle / Première source d'info 🇫🇷 / Membre de l' #AI Alliance 🇪🇺 #IA #machinelearning #DeepLearning #TransfonumAdam Grant @AdamMGrant
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65K Followers 399 Following Creator of @FastAPI, Typer, SQLModel, Asyncer, etc. 🚀 From 🇨🇴 in 🇩🇪 . Open Source, APIs, and tools for data/ML. 🤖"The amount of serendipity that will occur in your life is directly proportional to the degree to which you do something you're passionate about combined with the total number of people to whom this is effectively communicated."
No, this breathtaking view of Jupiter wasn't taken by an astronomical satellite or an Earth-based telescope, but by our satellite #PléiadesNeo!🛰️ The Pléiades Neo satellites are usually exclusively focused on Earth, capturing every inch of our planet in great detail. But this…
SWE-bench is probably contaminated for frontier models (gpt-4/claude-3-opus). Given only the name of a pull request in the dataset, Claude-3-opus already knows the correct function to modify.
How do you move an image by a tiny (sub-pixel) amount? Sometimes it happens accidentally - for example, if you convolve an image with an even sized kernel (e.g. 2x2), you get a half-pixel shift, whereas convolving with an odd sized kernel (e.g. 3x3) you won’t always get it 1/n
Opinion: The frequency domain is great for gaining insights, teaching, and sometimes speeding things up in practice. But unless your data is naturally in the freq domain (e.g. MRI) you should never go to the frequency domain expecting more accuracy than in the pixel domain.
Don't read enough = you may re-invent the wheel Read too much = you may feel paralyzed The art of learning by reading more vs. creating new knowledge is a delicate balance -especially these days- because short term success is conflated w/ lasting impact and real progress.
It’s been >20 years since I published my first work on multi-frame super-res (SR) w/ Nhat Nguyen and the late great Gene Golub. Here’s my personal story of SR as I’ve experienced it from theory, to practical algorithms, to deployment in product. In a way it’s been my life’s work
We often assume bigger generative models are better. But when practical image generation is limited by compute budget is this still true? Answer is no By looking at latent diffusion models across different scales our paper sheds light on the quality vs model size tradeoffs 1/5
updated @huggingface! merci pour le tip :-)
@nathanbenaich @stateofaireport 768 H100 in Plublic Cloud for HuggingFace 🤗 (96 nodes)
added to @stateofaireport compute index
The GPUs have landed! (300 H100s on tap for AI research @PrincetonPLI ) ai.princeton.edu/news/2024/prin…
Useful Venn diagram of SDA, SSA, STM and STC presented this morning at MIT’s New Space Age conference.
PSA: when working with generative models, I strongly recommend: 🗣️ Start with prompting. Iterate on your prompts, experiment with new techniques, get LLMs to help you rewrite your prompts, try including relevant files and metadata into your context window. Consider prompts like…
What is resolution in an image? It is not the number of pixels. Here’s the classical Rayleigh’s criterion taught in basic physics: 1/5
Slides (new deck, painful but worth it!): docs.google.com/presentation/d… What a joy to teach at ELLIS winter school, amazing students and questions Enjoy
And following up on this, we have @Thom_Wolf from @huggingface teaching us how to train LLMs with all the nitty gritty details. And the strong message to focus and inspect THE DATA. Also, second speaker in a row referring to @karpathy's tokenizer lecture 🎏.
The new 🇺🇸#SpaceForce budget just dropped. While it's -$600m from FY2024, the total amount is still something the EU space sector can only dream of: $29.6 billion divided into: - $18.7B R&D - $4.3B procurement - $5.2B operations - $1.2B payroll payloadspace.com/the-space-forc…
reading "AI News" (previously Smol Talk) is probably the highest-leverage 45 mins I spend everyday on catching up with what's going on in AI. So much alpha, organized hierarchically; an exceptionally well curated (and summarized) daily newslettter. Probably only suited for…
The speed at which some AI papers are being written only proves that good things take time.
@IntuitMachine @jim_rutt Doable on a 4090 though 2x or RTX 6000 (ada) more ideal, x.com/tim_dettmers/s…
@karpathy Super excited to push this even further: - Next week: bitsandbytes 4-bit closed beta that allows you to finetune 30B/65B LLaMA models on a single 24/48 GB GPU (no degradation vs full fine-tuning in 16-bit) - Two weeks: Full release of code, paper, and a collection of 65B models