Sepp Hochreiter @HochreiterSepp
Pioneer of Deep Learning and known for vanishing gradient and the LSTM. I mostly tweet about random ArXiv papers which sparked my interest. bit.ly/3cx1n8r Joined November 2021-
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POWERFUL FEW-SHOT DRUG DISCOVERY MODELS AT-A-CLICK Ever faced a problem that you only know a single or two ligands or active molecules? This information alone is sufficient for few-shot predictions... been called "black magic" Today at #ACSSpring2024 huggingface.co/spaces/ml-jku/…
VN-EGNN: E(3)-Equivariant GNNs with Virtual Nodes Enhance Protein Binding Site Identification New method to find binding pockets of proteins. Virtual nodes allow to employ distance losses directly. P: arxiv.org/abs/2404.07194 C: github.com/ml-jku/vnegnn 🤗:huggingface.co/spaces/ml-jku/…
@jo_brandstetter presented today his recent work on geometry-informed architectures
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks A simple change in the aggregation function helps GNNs a) to improve message passing signal propagation and b) at the same time keep maximum 1-WL expressive power!! Paper: arxiv.org/abs/2403.04747
Austrian based company Pierer invests Millions in #XLSTM by @HochreiterSepp More than 1000 GPUs are currently computing the development from Upper Austria. "We have to scale. We first test on small data sets, then on medium-sized data sets… more aipod.de
Exciting work led by @DinuMariusC introducing the SymbolicAI framework and benchmark to create and evaluate the quality of neuro-symbolic computational graphs by measuring the similarity of embedded language-based instructions for multistep generative processes.
Exciting work led by @DinuMariusC introducing the SymbolicAI framework and benchmark to create and evaluate the quality of neuro-symbolic computational graphs by measuring the similarity of embedded language-based instructions for multistep generative processes. https://t.co/82y40Ibuvh
Please join. It is a perfect phasing in into NeurIPS. Anyway, high profile ELLIS workshop with top researchers and new ML techniques in drug design, material sciences, and molecular modelling.
Please join. It is a perfect phasing in into NeurIPS. Anyway, high profile ELLIS workshop with top researchers and new ML techniques in drug design, material sciences, and molecular modelling.
New method that utilizes Boltzmann distributions to solve very hard combinatorial optimization problems. Cool stuff - must read.
New method that utilizes Boltzmann distributions to solve very hard combinatorial optimization problems. Cool stuff - must read.
2 weeks away from #ELLISunitAmsterdam NeurIPS Fest’23✨🌟 🚀36 fantastic posters ivi.fnwi.uva.nl/ellis/neurips-… 🚀Prof. Dr. Juergen Gall (Uni. Bonn) as our keynote speaker 🚀 Bites & drinks 🚀10 other ELLIS units joining the scientific fest Limited spots👉🏻 forms.office.com/e/ChQZdnCp0m
Ja richtig. Wir sind sehr erfolgreich mit unseren Industriekooperationen. Aber xLSTM ist nochmal der Knaller: so viel besser als GPT.
Ja richtig. Wir sind sehr erfolgreich mit unseren Industriekooperationen. Aber xLSTM ist nochmal der Knaller: so viel besser als GPT.
Help us build the ELLIS Institute: the new call for Hector Endowed PI positions is at tue.ellis.eu/jobs/PI2024. The positions come with the possibility for co-appointment at Max Planck & Tübingen AI Center #ELLISforEurope #Tuebingen #AI @MPI_IS
A new view on predictive uncertainty that gives SOTA results and is completely convincing. Super interesting insights.
A new view on predictive uncertainty that gives SOTA results and is completely convincing. Super interesting insights.
Explore CLOOME with this interactive notebook (no programming knowledge required) by @humerchr: mybinder.org/v2/gh/ginihume…
🎉 Exciting news! Our latest work has been published in Nature Communications. 🎉 CLOOME utilizes contrastive learning to connect microscopy images and chemical structures, paving the way for major advancements in drug discovery and beyond.🌟🔬💊 📜nature.com/articles/s4146…
🎉 Exciting news! Our latest work has been published in Nature Communications. 🎉 CLOOME utilizes contrastive learning to connect microscopy images and chemical structures, paving the way for major advancements in drug discovery and beyond.🌟🔬💊 📜nature.com/articles/s4146…
Last Change. Go ahead. Nothing better than being an ELLIS PhD student.
Last Change. Go ahead. Nothing better than being an ELLIS PhD student.
Super paper on reliable prediction for time series at NeurIPS. Conformal Predictions adapted to time series yields excellent results.
Super paper on reliable prediction for time series at NeurIPS. Conformal Predictions adapted to time series yields excellent results.
✨Amsterdam's exceptional scientist is one of the recently appointed ELLIS Scholars Congrats, @erikjbekkers 🚀 ivi.fnwi.uva.nl/ellis/2023/11/… #ELLISforEurope #ELLISunitAmsterdam #AI #ML
Our great achievements with ELLIS are appreciated by the German government. The ELLIS Fellow and PhD programs and the network of units are an unprecedented success story of AI in Europe. We will keep going.
Our great achievements with ELLIS are appreciated by the German government. The ELLIS Fellow and PhD programs and the network of units are an unprecedented success story of AI in Europe. We will keep going.
Congratulations Dr. Adeel Pervez 🤩🥳🎉
It is great to have Johannes Brandstetter back in Linz. We are going to build a large-scale AI ecosystem. Indeed, big news will come soon - it is sooo exciting.
It is great to have Johannes Brandstetter back in Linz. We are going to build a large-scale AI ecosystem. Indeed, big news will come soon - it is sooo exciting.
(((ل()(ل() 'yoav))).. @yoavgo
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Chinmay R Sujir @ChinmayRSujir
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Gagan Jain @gaganjain1582
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oidestio @oidestio
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Tim Haserjian @THaserjian
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Leonardo Maglanoc @leo_maglanoc
11 Followers 411 Following personal website: https://t.co/ST2Hbk3zyW Linkedin: https://t.co/7xsZlhRT4J
AB M @abdelmehdi_ab
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Data Cube @datacubeny
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Jürgen Schmidhuber @SchmidhuberAI
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Lucas Beyer (bl16) @giffmana
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Soumith Chintala @soumithchintala
186K Followers 877 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.
Michael Black @Michael_J_Black
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Kosta Derpanis @CSProfKGD
48K Followers 198 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chair
David Pfau @pfau
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Kevin Patrick Murphy @sirbayes
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Petar Veličković @PetarV_93
30K Followers 555 Following Staff Research Scientist @GoogleDeepMind | Affiliated Lecturer @Cambridge_Uni | Associate @clarehall_cam | GDL Scholar @ELLISforEurope. Monoids. 🇷🇸🇲🇪🇧🇦
Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0p
Michael Bronstein @mmbronstein
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Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Rosanne Liu @savvyRL
33K Followers 966 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDR
NeurIPS 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].
Oriol Vinyals @OriolVinyalsML
166K Followers 82 Following VP of Research & Deep Learning Lead, Google DeepMind. Gemini co-lead. Past: AlphaStar, AlphaFold, AlphaCode, WaveNet, seq2seq, distillation, TF.
rohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.
Thomas G. Dietterich @tdietterich
50K Followers 505 Following Distinguished Professor (Emeritus), Oregon State Univ.; Former President, Assoc. for the Adv. of Artificial Intelligence; Robust AI & Comput. Sustainability
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Thomas Schmied @thsschmied
120 Followers 285 Following PhD student @ JKU Linz, Institute for Machine Learning.
Christian Steinparz @CSteinparz
40 Followers 45 Following CS/AI Researcher at JKU Linz Austria with an interest in RL, explainable RL, projections and embeddings, and data visualization among many other topics.
Maximilian Beck @maxmbeck
161 Followers 493 Following PhD Student @ JKU Linz Institute for Machine Learning.
Martin Gauch @martingauch
209 Followers 75 Following DL & Earth Science Google Research Mastodon: https://t.co/5hTZdjzw3F
Jonathan Whitaker @johnowhitaker
7K Followers 954 Following Data scientist and AI researcher. R&D at https://t.co/9xrxRrGfEE.
Anatole von Lilienfel.. @ProfvLilienfeld
6K Followers 5K Following FOLLOWS YOU Prof @UofTArtSci @UofTEngineering @researchuoft @acceleration_c @VectorInst; https://t.co/hCg3cdTftQ
Marwin Segler @marwinsegler
4K Followers 2K Following Machine Learning, {Org, Med, Comp} Chem, Catalysis, AI-Assisted Scientific Discovery & Creativity, Music. @ELLISforEurope Scholar. @MSFTResearch AI for Science
Gergely Neu @neu_rips
9K Followers 666 Following ML theory nerd & AI non-enthusiast. thinking a lot about online learning these days!
Hrvoje Bogunović @hbogunovic
298 Followers 864 Following Researcher in Medical Image Computing and Machine Learning. Applications in Ophthalmology. Works @OptimaLab @MedUni_Wien
Fabian Paischer @PaischerFabian
182 Followers 193 Following ELLIS PhD student supervised by Sepp Hochreiter @ JKU Linz Co-supervised by Marc Deisenroth @ UCL
Mark Riedl @mark_riedl
32K Followers 1K Following AI for storytelling, games, explainability, safety, ethics. Professor @GeorgiaTech. Associate Director @MLatGT. Time travel expert. Geek. Dad. he/him
Michael Nielsen @michael_nielsen
96K Followers 6K Following Searching for the numinous 🇦🇺 🇨🇦, home in 🇺🇸 Research @AsteraInstitute https://t.co/maezekzRUb
Tanishq Mathew Abraha.. @iScienceLuvr
54K Followers 1K Following PhD at 19 | Founder and CEO at @MedARC_AI | Research Director at @StabilityAI | @kaggle Notebooks GM | Biomed. engineer @ 14 | TEDx talk➡https://t.co/xPxwKTq6Qb
Mathias Lechner @mlech26l
416 Followers 221 Following Cofounder/CTO at Liquid AI and Research Affiliate MIT
John David Pressman @jd_pressman
5K Followers 615 Following AI art developer, alignment-accelerationist, Fedorovist ancestor simulator, Dreamtime enjoyer. All tweets public domain under CC0 1.0. Teia/HEN: https://t.co/r5PQOPZqT2
Robert @Robert_Weber_
2K Followers 2K Following schreibt und spricht über Robotik, KI , Open Source in der Industrie u.a. im @tagesspiegel @imaktuell und bei der @hannover_messe und bei https://t.co/hVZly50VPA
Rivers Have Wings @RiversHaveWings
31K Followers 224 Following AI/generative artist. Writes her own code. Absolute power is a door into dreaming.
Thomas Wolf @Thom_Wolf
68K Followers 4K Following Co-founder and CSO @HuggingFace - open-source and open-science
Richard Sutton @RichardSSutton
26K Followers 37 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen Technologies, UAlberta, Amii, RLAI, The Royal Society, RichSutton.eth
Thore Graepel @ThoreG
3K Followers 1K Following Global Lead Comp Sci, AI & ML @Altos_Labs. Prev: @DeepMind & @MSFTResearch. #AlphaGo & #TrueSkill, family man, #GameOfGo, classical music (piano), meditation
Michael C. Mozer @mc_mozer
634 Followers 56 Following Research Scientist, Google Brain where cognitive science and machine learning meet
Jousef Murad @Jousefm2
16K Followers 1K Following 🚀 Mechanical Engineer 📈 Modern Marketing & Sales for Your Business at @_apexagency 🎬 YouTuber 🎙️ Host at @EngineeredM
trevordarrell @trevordarrell
2K Followers 127 Following EECS, BAIR, UC Berkeley. Director, BAIR Commons Program.
CAMDA 2024 @CAMDA_conf
237 Followers 29 Following International Conference on Critical Assessment of Massive Data Analysis
John Hopfield @HopfieldJohn
2K Followers 16 Following I work on neural networks and biology, often from the view point of my roots in physics. Professor @PrincetonNeuro.
Stanford AI Lab @StanfordAILab
136K Followers 318 Following The Stanford Artificial Intelligence Laboratory (SAIL), a leading #AI lab since 1963. ⛵️🤖 Emmy-winning video: https://t.co/lV9smZTC1m
Papers with Code @paperswithcode
117K Followers 10 Following Our mission is to organize science by converting information into useful knowledge.
fast.ai @fastdotai
128K Followers 17 Following Deep learning R&D: https://t.co/cGBcDU8wJ9; Education: https://t.co/bNXBttRAuR; Software: https://t.co/0z7Ws3SHDt; Book: https://t.co/lVEDyioBtg; @math_rachel @jeremyphoward
PyTorch @PyTorch
379K Followers 77 Following Tensors and neural networks in Python with strong hardware acceleration. PyTorch is an open source project at the Linux Foundation. #PyTorchFoundation
OpenAI @OpenAI
3.4M Followers 0 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
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169K Followers 3K Following she/her I am at @[email protected] via the #TwitterMigration. DAIR's Mastodon account is at [email protected]
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1K Followers 230 Following Professor of data science at @helsinkiuni. Machine learning, differential privacy, Bayesian stats, comp biology. Open access and digital rights enthusiast.
Wieland Brendel @wielandbr
3K Followers 186 Following Machine Learning Group Leader at Max Planck Institute for Intelligent Systems (@MPI_IS), co-founder of @layer7ai, co-initiator of @BWKI10.
Pedram Ghamisi @GhamisiPedram
283 Followers 107 Following Group Leader and Professor; Helmholtz and Lancaster University; SciFi and TV series addict.
Rick Rabiser @RickRabiser
524 Followers 209 Following Univ. Prof. for Software Engineering in Cyber-Physical Systems, Head of CDL VaSiCS and CPS Lab, LIT, JKU Linz; Software Engineering Researcher and Lecturer
David Kreil @dpkreil
152 Followers 51 Following I lead a small methods focused research group at a university in Vienna, investigating biomedical inference from genome scale experimental assays.
Johannes Fürnkranz @Juffi_JKU
127 Followers 67 Following Researcher Machine Learning & Data Mining, Prof. Computational Data Analytics @jkulinz, Ex-Editor-in-Chief @DAMI_Social, moving to @[email protected]
Samuel Kaski @samikaski
3K Followers 326 Following Probabilistic machine learning and its applications in AI, health, user interact @FCAI_fi @UoMPankhurst @AaltoUniversity @OfficialUoM @[email protected]
Lars Kai Hansen @Tweetteresearch
1K Followers 616 Following DTU Professor - my machines see, hear, read, find, feel, guess, diagnose, cure, not yet
Günter Klambauer @gklambauer
3K Followers 407 Following Deep Learning researcher known for self-normalizing neural networks, applications of Machine Learning in Life Sciences areas; ELLIS program DirectorPOWERFUL FEW-SHOT DRUG DISCOVERY MODELS AT-A-CLICK Ever faced a problem that you only know a single or two ligands or active molecules? This information alone is sufficient for few-shot predictions... been called "black magic" Today at #ACSSpring2024 huggingface.co/spaces/ml-jku/…
VN-EGNN: E(3)-Equivariant GNNs with Virtual Nodes Enhance Protein Binding Site Identification New method to find binding pockets of proteins. Virtual nodes allow to employ distance losses directly. P: arxiv.org/abs/2404.07194 C: github.com/ml-jku/vnegnn 🤗:huggingface.co/spaces/ml-jku/…
@jo_brandstetter presented today his recent work on geometry-informed architectures
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks A simple change in the aggregation function helps GNNs a) to improve message passing signal propagation and b) at the same time keep maximum 1-WL expressive power!! Paper: arxiv.org/abs/2403.04747
Austrian based company Pierer invests Millions in #XLSTM by @HochreiterSepp More than 1000 GPUs are currently computing the development from Upper Austria. "We have to scale. We first test on small data sets, then on medium-sized data sets… more aipod.de
This was joint work with @futurisold Markus Holzleitner @wzell7 @HochreiterSepp & great thanks to all colleagues and friends for their support, and discussions: Sergei Pereverzyev @ecsquendor @GaryMarcus @PaischerFabian @mrkhof @kschweig_ @ClemensWasner Andreas Windisch 🤝 [9/n]
🚀 SymbolicAI – a framework for logic-based approaches combining generative models and solvers. Alongside, we introduce a benchmark and empirical measure to evaluate SOTA LLMs in AI-centric workflows. Read more in our paper arxiv.org/abs/2402.00854 #MachineLearning 🧠💡[1/n]
Help us build the ELLIS Institute: the new call for Hector Endowed PI positions is at tue.ellis.eu/jobs/PI2024. The positions come with the possibility for co-appointment at Max Planck & Tübingen AI Center #ELLISforEurope #Tuebingen #AI @MPI_IS
🎉 Exciting news! Our latest work has been published in Nature Communications. 🎉 CLOOME utilizes contrastive learning to connect microscopy images and chemical structures, paving the way for major advancements in drug discovery and beyond.🌟🔬💊 📜nature.com/articles/s4146…
Very excited to share that our work, CLOOME, has been now published in @NatureComms! CLOOME introduces chemical structure querying for bioimaging databases. 🧵
Joint supervision by two #ML researchers and exchanges in our pan-European #AI network: ELLIS offers #PhD students many opportunities for their professional development! Interested? Then apply to our program by November 15! ellis.eu/news/ellis-phd…
In-Context Learning for Drug Discovery: Embedding-based few-shot learning methods are equivalent to "in-context learning" of LLMs. Here this concept is used again (but introduced before in MHNfs by Schimunek et al, 2023): arxiv.org/abs/2310.08863…
@HochreiterSepp presented xLSTM at @bifoldberlin 's AI symposium, outperforming transformers like GPT on small datasets. Next: train on bigger data, but needs 300M€ & European support to keep the tech local. Would back it if I could! #generativeai
Thanks to Prof. Dr. Sepp Hochreiter from Linz Institute of Technology for your keynote speech at the AI Symposium on “Speicher-Architekturen für Deep Learning.” bifold.berlin/ai-symposium #AHM2023
@HochreiterSepp, Vorstand des JKU Instituts f. Machine Learning & Leiter des @LITAILab hat mit seiner bahnbrechenden Technologie des LSTM den Weg zur heutigen AI geebnet. Nun wurde er mit dem Deutschen KI-#Innovationspreis der @welt ausgezeichnet 🏆 go.jku.at/n23p6
We happily announce that we, LAION, won the Falling Walls Science Breakthrough of the Year 2023 Award in the category 'Science and Innovation Management' for "democratizing AI research. :) laion.ai/blog/falling-w…
Das Institute for Machine Learning der JKU verlegt dazu sein renommiertes AI Lab in die #POSTCITY. Besucher*innen bekommen Einblick in die aktuelle Arbeit an einem Chatbot von @HochreiterSepp mit dem Namen „X-LSTM“ als europäische Alternative zu ChatGPT & Co.
🎓 An der JKU AI School erhalten die Besucher*innen einen Crashkurs über die Technologie hinter ChatGPT und #Bard von JKU KI-Expert*innen, wie KI-Pionier @HochreiterSepp und @gklambauer.
Our method CLAMP (Contrastive Language Assay Molecule Pre-training, ICML2023) uses the same loss: arxiv.org/abs/2303.03363
What makes CLIP work? The contrast with negatives via softmax? The more negatives, the better -> large batch-size? We'll answer "no" to both in our ICCV oral🤓 By introducing SigLIP, a simpler CLIP that also works better and is more scalable, we can study the extremes. Hop in🧶
@giffmana @XiaohuaZhai @__kolesnikov__ @_basilM Happy to add that our method CLAMP (Contrastive Language Assay Molecule Pre-training, ICML2023) uses the same loss: arxiv.org/abs/2303.03363
ELLIS PhD program 2024 call for applications: Apply and join one the largest PhD and PostDoc program on machine learning and AI in Europe! Deadline: November 15. ellis.eu/news/ellis-phd…
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