Taco Cohen @TacoCohen
Deep learner at FAIR. Into RL, codegen, equivariance, generative models. Spent time at Qualcomm, Scyfer (acquired), UvA, Deepmind, OpenAI. tacocohen.wordpress.com Joined March 2013-
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After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️ Also included: companion slides from our @Cambridge_Uni & @UniofOxford courses 🧑🎓 Chapter 1 is out **now**! More to follow soon 🎉 geometricdeeplearning.com/book 📖 @mmbronstein @joanbruna @TacoCohen
Congrats to @AIatMeta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ @lmsysorg :)) 400B is still training, but already encroaching…
Excited to share what I’ve been working on for the past 9 months. So incredibly proud of the entire team that worked tirelessly to make Llama 3 happen! And this is only the beginning… ai.meta.com/blog/meta-llam…
It’s here! Meet Llama 3, our latest generation of models that is setting a new standard for state-of-the art performance and efficiency for openly available LLMs. Key highlights • 8B and 70B parameter openly available pre-trained and fine-tuned models. • Trained on more…
Coding is the frontier of AI. Excited to push the two frontiers of AI coding: 1. SWE(-bench/agent) 2. Olympiad programming (this tweet) Introduce USACO benchmark: * inference methods (RAG/reflect) help a bit: 9->20% * human feedback helps a lot: 0->86%! princeton-nlp.github.io/USACOBench/
After two good years at Microsoft Research AI4Science, I am very excited to announce that as of this month I have, together with Chad Edwards, co-founded a new startup in the field of molecular and materials discovery.
New from @airstreetpress: a detailed guide to data acquisition for AI-first start-ups, in collaboration with our friend @muellerfreitag, Director of Product Management at @Qualcomm. Let us know your thoughts and experiences! Some of the highlights 🧵
Will the rise of AI break the grid? Alarm bells of rapid demand growth are sounding. Are we facing a supply crisis—or is it a sales pitch meant to build more gas plants? We dive in w/@jgkoomey on this week's SHIFT KEY. Give it a listen here: heatmap.news/podcast/shift-…
Suno.ai is the craziest, most magical thing on the internet right now. How is not everyone talking about this
SWE-agent is our new system for autonomously solving issues in GitHub repos. It gets similar accuracy to Devin on SWE-bench, takes 93 seconds on avg + it's open source! We designed a new agent-computer interface to make it easy for GPT-4 to edit+run code github.com/princeton-nlp/…
It’s been an exciting time for AI hardware — pins, rabbits, necklaces, and of course, glasses. Adding to this illustrious group, we are excited to announce: the AI nose ring. A undeniably fashionable integration of hardware and software, the AI nose ring is optimized for…
Applies to research as much as to product development
Applies to research as much as to product development
🚨 Hiring Alert🚨 The FAIR CodeGen team in Paris is looking for research engineers! Come join this super talented team, help release open models to the world, and push the frontiers of code generation research!
🚨 Hiring Alert🚨 The FAIR CodeGen team in Paris is looking for research engineers! Come join this super talented team, help release open models to the world, and push the frontiers of code generation research!
x.ai/blog/grok-os Grok-1 is open sourced. Releasing Grok-1 increases LLMs' diffusion rate through society. Democratizing access helps us work through the technology's implications more quickly and increases our preparedness for more capable AI systems. Grok-1 doesn't pose…
x.ai/blog/grok-os Grok-1 is open sourced. Releasing Grok-1 increases LLMs' diffusion rate through society. Democratizing access helps us work through the technology's implications more quickly and increases our preparedness for more capable AI systems. Grok-1 doesn't pose…
Introducing the latest version of our Hermes series of models, Hermes 2 Pro 7B. This latest version improves several capabilities, using an updated and cleaned version of the Hermes 2 dataset, and is now trained on a diverse and rich set of function calling and JSON mode…
Now THAT is what I call fast inference 🤯
Now THAT is what I call fast inference 🤯
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVAlfredo Canziani @alfcnz
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185K Followers 871 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.Kosta Derpanis @CSProfKGD
47K Followers 198 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chairEric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0pMax Welling @wellingmax
32K Followers 428 FollowingKevin Patrick Murphy @sirbayes
42K Followers 328 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋yobibyte @y0b1byte
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60K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).Matthias Niessner @MattNiessner
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50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).Learning on Graphs Co.. @LogConference
7K Followers 750 Following LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.Dmytro Mishkin 🇺�.. @ducha_aiki
18K Followers 591 Following Marrying classical CV and Deep Learning. I do things, which work, rather than being novel, but not working.Horace He @cHHillee
23K Followers 446 Following Working at the intersection of ML and Systems @ PyTorch "My learning style is Horace twitter threads" - @typedfemaleSindy Löwe @sindy_loewe
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8K Followers 331 Following @MIT PhD student • ML for molecular biology and flow generative modelsCZ @MiaoMiaoBearZX
18 Followers 801 FollowingMatouš Elphick @matous_elphick
247 Followers 769 Following Computer Science Student at @UniofNewcastle | Interested in ML/AI for #BioImageAnalysisAhmad Al-Dahle @Ahmad_Al_Dahle
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3 Followers 138 Following Hi, I am the official account for the first edition of GRaM: Geometry-grounded Representation learning and generative Modeling Workshop at ICML2024ahmed gonim @ahmedgonim93
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654 Followers 881 Following ☕ | 19y | machine learning and low level programmingCORR Workshop | CVPR .. @CORR_CVPR2024
1 Followers 15 Following Causal and Object-Centric Representations for Robotics June 17, CVPR 2024 WorkshopMartin Funkquist @MartinFunkquist
101 Followers 509 Following PhD student @ Linköping University, working on AI with integrating natural language with acting and planningQifeng @QG_xp_
13 Followers 149 Following PMO and Digital Designer, Registered Architect, Know how it works and make it better.Shamil Yagiyayev @shamilyagiyayev
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7 Followers 181 Following Grad Student University of São Paulo Complex Systems, Network Science, Optimization/Reinforcement LearningXueying Jia @jia_xueyin93256
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0 Followers 792 FollowingCan OGUZ @Can_Oguz
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0 Followers 63 Following PhD BME @ JHU | studying the intersection between minds and machines | endlessly fascinated towards a better futureTanav @tanav2202
247 Followers 1K Following Data Science @sliceit_, I read research papers when free, simping on LLMs and Knowledge graphsAlpay Ariyak @AlpayAriyak
1K Followers 2K Following 𝗔𝗜 @RunPod_io | 𝗟𝗲𝗮𝗱: @OpenChatDev (𝟲𝟬𝟬𝗸+ 𝗱𝗼𝘄𝗻𝗹𝗼𝗮𝗱𝘀 on HuggingFace🤗)Coke on the rocks (he.. @OneAlchemist
226 Followers 4K Following Physicist and Neuroscientist. Spielkind. Cheap cocktails and dancing queens to the front of the line. On the pursuit of happiness (:severus Chen @chen_sever25036
3 Followers 37 Following五点三十四 @wdsss44
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1 Followers 28 FollowingAmirali Shayan @AmiraliShayan
36 Followers 159 FollowingGurjeet Singh @Gurjeet_Sangra
17 Followers 135 Following PhD student at the University of Geneva - Machine Learninga @yuboaustin
55 Followers 411 FollowingRishi Sonthalia @RishiSonthalia
179 Followers 324 Following Hedrick Assistant Adjunct Professor, UCLA Work on ML TheoryDailyHealthcareAI @aipulserx
19 Followers 204 Following 🚀 Daily AI healthcare updates compiled from 100+ sources (and growing)Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeVAlfredo Canziani @alfcnz
86K Followers 269 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York UniversityPetar Veličković @PetarV_93
30K Followers 555 Following Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Associate @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦Soumith Chintala @soumithchintala
185K Followers 871 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.Lucas Beyer (bl16) @giffmana
56K Followers 444 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]Kosta Derpanis @CSProfKGD
47K Followers 198 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chairEric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0pMax Welling @wellingmax
32K Followers 428 FollowingKevin Patrick Murphy @sirbayes
42K Followers 328 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.Gautam Kamath @thegautamkamath
44K Followers 502 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋François Fleuret @francoisfleuret
30K Followers 475 Following Prof. @Unige_en, Adjunct Prof. @EPFL_en, Research Fellow @idiap_ch, co-founder @nc_shape. AI and machine learning since 1994. I like reality.yobibyte @y0b1byte
15K Followers 2K Following Kurin ViTaly, senior research scientist @IsomorphicLabs, ML PhD from @UniofOxford on RL, Multitask learning & GraphsNeurIPS Conference @NeurIPSConf
111K Followers 35 Following New Orleans, Dec 10-16, 23. https://t.co/ga8aOw615g Tweets to this account are not monitored. Please send feedback to [email protected].Dan Roy @roydanroy
45K Followers 2K Following Research Director, @VectorInst. Canada CIFAR AI Chair. Associate Professor of Stats/CS @UofT. I study machine learning and AI, emphasis on theory.Kyunghyun Cho @kchonyc
60K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).Jia-Bin Huang @jbhuang0604
51K Followers 285 Following Associate Professor @umdcs; Part-time Research Scientist @Meta. I like pixels.Matthias Niessner @MattNiessner
31K Followers 161 Following Professor for Visual Computing & Artificial Intelligence @TU_Muenchen Co-Founder @synthesiaIOFerenc Huszár @fhuszar
40K Followers 1K Following Secular Bayesian. Associate Professor in Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey Alum of @Twitter, Magic Pony and @BaldertonEnhanced Games @enhanced_games
24K Followers 272 Following The Enhanced Games is the Olympics of the future – an open celebration of science and human enhancements.Mark Zuckerberg @finkd
758K Followers 748 FollowingSharan Narang @sharan0909
2K Followers 253 Following LLMs and AI Research (Llama 2, 3) @Meta | ex @Google (led the PaLM project, T5), ex @Baidu (Deep Speech 2, Sparse Neural Networks), ex @NvidiaCommandBar @CommandBar
2K Followers 27 Following AI-powered user assistance platform to unleash your users. Find us in @HashiCorp, @GustoHQ, @Netlify, @ConvertKit & more.Laurens van der Maate.. @lvdmaaten
587 Followers 1K Following Distinguished Research Scientist at Meta AI. t-SNE. DenseNet. Web-scale weakly supervised vision. CrypTen. Currently herding Llamas.Ahmad Al-Dahle @Ahmad_Al_Dahle
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387 Followers 185 Following ml @normalcomputing, in search of artificial natural kindsmichael @mkwng
3K Followers 1K FollowingDaniel Ho @itsdanielho
385 Followers 198 Following AI and robots at @1x_tech. Prev engineer @Waymo @Google @Theteamatx @berkeley_aiQuentin Anthony @QuentinAnthon15
967 Followers 120 Following I make models more efficient. Google Scholar: https://t.co/kzVsAKPdrpHarry Stebbings @HarryStebbings
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6K Followers 815 Following associate prof @oxunimaths & fellow @pembrokeoxford.lmsys.org @lmsysorg
34K Followers 172 Following Large Model Systems Organization. We created Vicuna and Chatbot Arena! Compare 30+ LLMs (GPT-4/Claude/Llamas) side-by-side at https://t.co/IDFeIDIOtmCentre for the Study .. @CSERCambridge
16K Followers 1K Following @Cambridge_Uni interdisciplinary research centre dedicated to the study and mitigation of risks that could lead to human extinction or civilizational collapse.Anna Riedl @AnnaLeptikon
5K Followers 5K Following nobody. Interested in cognitive science, rationality under radical uncertainty, complexity, systems, insight, meaning, synthesis, wisdom, information designAndrew Sanchez @avincentsanchez
304 Followers 141 Following COO and Co-Founder at @udiomusic | Oxford DPhil | HarvardInterconnects @interconnectsai
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2K Followers 241 Following Professor of Computer Science, @TelAvivUni | @AcmSIGecom Chair | Research areas: Econ&CS, Algorithmic Game Theory, Market DesignNeil Chilson ⤴️�.. @neil_chilson
7K Followers 2K Following Lawyer, computer scientist & author of book 'Getting Out of Control.' Was chief technologist @FTC, now Head of AI Policy at Abundance Institute.Center for AI Policy @aipolicyus
324 Followers 2 Following A nonpartisan research organization dedicated to mitigating the catastrophic risks of AI through policy development and advocacy.Günter Klambauer @gklambauer
2K Followers 407 Following Deep Learning researcher known for self-normalizing neural networks, applications of Machine Learning in Life Sciences areas; ELLIS program DirectorDavid Ding @DavidDingAI
2K Followers 120 Following CEO and co-founder of @udiomusic. ex Google DeepMindudio @udiomusic
26K Followers 0 FollowingTrevor Gale @Tgale96
1K Followers 249 Following Research Scientist @ Google DeepMind | PhD Candidate @ Stanford CSLiam Bolling @liambolling
2K Followers 138 Following Product for Google Gemini API. Opinions are mine.Kanishk Gandhi @gandhikanishk
922 Followers 689 Following Phd @Stanford CS; w/ Noah Goodman, Dorsa Sadigh | Prev: @LakeBrenden @NYUDataScience, @IITKanpur, @Path_AIThe Variational Book @TheVariational
95 Followers 90 Following The topic of Variational Inference unites key concepts in machine learning. Follows us to learn more about all things AI. https://t.co/F56BECcy1NDominik Schmidt @schmidtdominik_
239 Followers 274 Following Research Engineer @WecoAI, previously @ucl_dark, @Microsoft, @tu_wienOla Piktus @olapiktus
1K Followers 395 FollowingZeyuan Allen-Zhu @ZeyuanAllenZhu
8K Followers 273 Following physics of language models @ Meta / FAIR IOI - USACO - MCM - ACM/ICPC - Codejam Tsinghua - MIT - Princeton/IAS - MSR - FAIRJacob Hilton @JacobHHilton
388 Followers 33 FollowingLeandro von Werra @lvwerra
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12K Followers 2 Following Chief Executive Officer at Norges Bank Investment ManagementEpoch AI @EpochAIResearch
3K Followers 24 Following Epoch is a research institute investigating the trajectory of AI for the benefit of society.Peter Humphreys @p_humphreys
54 Followers 34 Following AI, quantum and neuroscience. Scientist @ DeepMindWrenching news: Dan Dennett has died. He's been a great friend and incredible inspiration for me throughout my career. I will miss him enormously. dailynous.com/2024/04/19/dan…
After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️ Also included: companion slides from our @Cambridge_Uni & @UniofOxford courses 🧑🎓 Chapter 1 is out **now**! More to follow soon 🎉 geometricdeeplearning.com/book 📖 @mmbronstein @joanbruna @TacoCohen
This incredibly well-written paper illustrates how deep domain thinking can lead to simplicity and why representation still matters with today’s AI. Also, this is how one should approach writing surveys. Not “Foo did X and Bar did Y. End of story.” arxiv.org/abs/2404.11735
Zuck says in this interview that the main barrier to AGI soon is energy, which expands at regulatory, not technological, pace. He notes that there has yet to be a gigawatt data center. Data centers used to have to be placed close to demand, for speed reasons. But AI training is…
Meta has a kickass research team under @ylecun. Complementing it with a massive computing infrastructure and a knowledgeable CEO with a bias for shipping is an explosive recipe for success. I am looking forward to more incredible things beyond Llama3.
I listened to this long conversation with @finkd and walked away feeling Zuck deeply understands modern AI’s technical details more than most other CEOs of companies at that scale. Not a moment, I felt “wtf”. Also, @dwarkesh_sp asks good questions! youtu.be/bc6uFV9CJGg
Zuck on: - Llama 3 - open sourcing towards AGI - custom silicon, synthetic data, & energy constraints on scaling - Caeser Augustus, intelligence explosion, bioweapons, $10b models, & much more Enjoy! Links below
Still a fraction of the average ML conference enforcing on-site policy 🤦🏼♂️ For reference: one flight from Munich to NY is about 4t CO equivalent. 500 flights for one big model? Sounds rather efficient?
So LLaMa 3's carbon footprint is... huge? 🤯 They estimate it to be 2,290 tons of CO2eq, compared to 550t for training GPT-3 and 66t for training *all* of the BLOOM models (1B-176B) 🌬️
Congrats to @AIatMeta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ @lmsysorg :)) 400B is still training, but already encroaching…
Excited to share what I’ve been working on for the past 9 months. So incredibly proud of the entire team that worked tirelessly to make Llama 3 happen! And this is only the beginning… ai.meta.com/blog/meta-llam…
It’s here! Meet Llama 3, our latest generation of models that is setting a new standard for state-of-the art performance and efficiency for openly available LLMs. Key highlights • 8B and 70B parameter openly available pre-trained and fine-tuned models. • Trained on more…
Coding is the frontier of AI. Excited to push the two frontiers of AI coding: 1. SWE(-bench/agent) 2. Olympiad programming (this tweet) Introduce USACO benchmark: * inference methods (RAG/reflect) help a bit: 9->20% * human feedback helps a lot: 0->86%! princeton-nlp.github.io/USACOBench/
There seems to be some movement on an EU plan for a serious investment in AI. I am happy to see they choose AI4Science as their core focus and I hope they will make compute a priority. sciencebusiness.net/news/ai/eu-sci…
I got tenure! It was fitting that I got to celebrate with the lab right after the news. Working together for the last 6.5 years has been a blast.
Excited about this. Modeling distributions over weight parameters buys you performance and (interpretable) reliability, unlike just scaling up params. Let’s teach LMs to know what they don’t know.
We're excited to announce posteriors! posteriors is an open-source Python library designed to make it as easy as possible to apply uncertainty quantification to deep learning models with PyTorch. github.com/normal-computi…
We're excited to announce posteriors! posteriors is an open-source Python library designed to make it as easy as possible to apply uncertainty quantification to deep learning models with PyTorch. github.com/normal-computi…
Categorical Deep Learning was accepted at SYCO 12! cl.cam.ac.uk/events/syco/12/ See you in Birmingham on the 16th of April! (I've still got to make a proper thread introducing the paper, plan is to do that next week!)
Unveiling the next chapter in our quest towards the elusive theory of *all* neural networks: Categorical Deep Learning! 🐈🤖 categoricaldeeplearning.com See thread 🪡 for a bucket list 🪣 of concepts our framework can handle! w/ @bgavran3 P. Lessard @andrewdudzik @tlvg @_joaogui1
Introducing 𝐀𝐋𝐎𝐇𝐀 𝐔𝐧𝐥𝐞𝐚𝐬𝐡𝐞𝐝 🌋 - Pushing the boundaries of dexterity with low-cost robots and AI. @GoogleDeepMind Finally got to share some videos after a few months. Robots are fully autonomous filmed in one continuous shot. Enjoy!
I left Meta yesterday. Nothing but positive things to say: FAIR and GenAI are great places to do research and engineering. Will miss my colleagues! LLMs have shown how magical deep learning can be in a data-rich regime. But many domains remain data-constrained, which prevents…