Computational Principles of Intelligence Lab @cpilab
The Computational Principles of Intelligence Lab (PI: Eric Schulz) develops models of human intelligence @MPICybernetics cpilab.org Munich, Germany Joined March 2019-
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🚀 Exciting Opportunity Alert! 🚀 🔍 Join us as a Postdoctoral Researcher (fully funded) at the Helmholtz Munich Institute for Explainable Machine Learning and TUM Chair of Interpretable and Reliable Machine Learning! @TU_Muenchen @Helmholtz_Munich @ELLISforEurope
In a world full of noise, how do we decide what's important? Our research reveals that humans leverage a key insight: relevant signals change slowly, but noise fluctuates rapidly. Excited to share the first project of my PhD! 1/ biorxiv.org/content/10.110…
It's time to apply to BAMB! again. Come and learn everything about computational models of behaviour - Bayes, RL, Sequential Sampling, Latent Variable models, and Neural Networks - in Barcelona, 16-25 July. Applications close 16 Feb. bambschool.org
Excellent work from Marcel and only the first step in what I believe could change cognitive science completely.
Excellent work from Marcel and only the first step in what I believe could change cognitive science completely.
Join our ERC project "INTERACT - The interplay of neural networks enabling social interaction" as PhD student or PostDoc. DM me with questions. - Thanks for sharing - @bioDGPs_DGPA @DGPs_JuMis @SANS_news @S4SNeuro @OHBM @ERC_Research @ResearchGermany tud.link/uim3
One week left to apply for 2 open-topic postdoc positions in our group. Come and work with us in beautiful Munich!
One week left to apply for 2 open-topic postdoc positions in our group. Come and work with us in beautiful Munich!
!! Job alert !! Join the @cpilab as we start our new chapter at @helmholtz_ai . Anyone interested in cognitive science, computational psychiatry or ML should definitely consider applying! 🚀
!! Job alert !! Join the @cpilab as we start our new chapter at @helmholtz_ai . Anyone interested in cognitive science, computational psychiatry or ML should definitely consider applying! 🚀
Are you interested in #LLM's and their ability to impersonate? Visit us during the upcoming poster session 2 at #1426, where Stephan Alaniz and I will present our #NeurIPS2023 Spotlight. Paper: arxiv.org/abs/2305.14930
Are you interested in #LLM's and their ability to impersonate? Visit us during the upcoming poster session 2 at #1426, where Stephan Alaniz and I will present our #NeurIPS2023 Spotlight. Paper: arxiv.org/abs/2305.14930 https://t.co/phrNf76Swa
I will be presenting our work on Meta-in-context learning in LLMs at #NeurIPS2023! I am super excited about my first conference, so reach out if you want to have a chat with me and @marcel_binz at our poster session on Thursday at 5 pm! :)
I will be presenting our work on Meta-in-context learning in LLMs at #NeurIPS2023! I am super excited about my first conference, so reach out if you want to have a chat with me and @marcel_binz at our poster session on Thursday at 5 pm! :)
How do we learn whom to trust and how to tease apart information from misinformation? Excited to share our new preprint on this with Eric Schulz (@cpilab), @RaBhui and Peter Dayan (@MPICybernetics). 🧵👇 [1/n]
I will be at NeurIPS to present our work on simple sequence priors for RL, and why we think that simple is better for policy search! Reach out if you want to have a chat :) And come hang out with me, @EltetoNoemi and @marcel_binz at our poster session on Thursday 10:45 am!
Mark Ho @mark_ho_
3K Followers 2K Following Computational Cognitive Scientist • I’m interested in human problem solving and social cognition • Asst Prof @FollowStevens • he/they • https://t.co/gdqtrgIGOAIda Momennejad @criticalneuro
15K Followers 2K Following Principal Researcher @MSFTResearch. I study memory/planning in brains. I build/evaluate AI. Writing on Memory. Finishing a novel. Cohost https://t.co/rgvLjhBvSHKording —-& Lab �.. @KordingLab
42K Followers 4K Following Konrad kording, @Penn Prof, deep learning, brains, #causality, rigor, https://t.co/tTJW05RjpC, https://t.co/qf7ZHxiCUt, Transdisciplinary optimist, Dad, Loves outdoors, 🦖Stefano Palminteri @StePalminteri
5K Followers 1K Following Computational cognitive scientist interested in learning and decision-making. Head of @HrlTeam (@ENS_ULM @Inserm). Member of @CercleFSER and @ELLISforEurope.Lei Zhang | 张磊 (@.. @lei_zhang_lz
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3K Followers 1K Following || assistant prof @UMontreal || leading the systems neuroscience and AI lab (SNAIL) || @Mila_Quebec || #NeuroAI || vision and learning in brains and machinessummerfieldlab @summe.. @summerfieldlab
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44 Followers 198 Following PhD Candidate in #Precision_Medicine at #UniversityofEdinburgh. Using #ML to analyse medical data, and working on PM learners’ data to enhance educationMario Zarco @ZarcoMarioAL
20 Followers 408 Following Embodied Cognition | Ecological Psychology | VR | Computational Modeling Doctoral thesis under review | University of Auckland Mexican in New ZealandSalim Hafid @SalimHFX
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7 Followers 39 Following Green Foundation Models #ECCV2024 workshop official X handle. Come for workshop updates, stay for efficient foundation models paper digest. ♻️Nadja R. Ging Jehli @NadjaGingJehli
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0 Followers 191 Followingrandom_character @random_glyph
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556 Followers 379 Following computational modeling | decisions under risk & uncertainty | attentionAJ @mathylinguist
9 Followers 60 Following here to dish thoughts so that IRL convos don’t have to hear themJohanna Falk @jrflk
157 Followers 348 Following postdoc fellow @snsf_ch @InstitutCerveau | studying motivation 🧠luletestss @luletestss
17 Followers 148 FollowingLouise Moles @LouiseMoles
239 Followers 577 Following Postgrad Associate @yip_lab | MRes @ucl @yale | Interests in computational psychiatry, genetics, and cake🍰heretoir @ymeheretoir
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4 Followers 53 Following Mathematics and Cognitive Science Major @CarletonCollegeRon Nor @ron_nor7
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2 Followers 54 Followingmanu @eschoina
75 Followers 490 FollowingHardik Bhatnagar @hrdkbhatnagar
44 Followers 107 Following Vision and language @MSFTResearch Prev: Tübingen | EPFL | BITS Pilani Interested in machine learning and neuroscienceIwan Williams @Iwan_Williams
47 Followers 125 Following Post-doc in Philosophy @ Monash University Researching mental representation, representational formats, concepts, AI, meditation.Soumya Kanungo @SoumyaKanungo5
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15K Followers 2K Following Principal Researcher @MSFTResearch. I study memory/planning in brains. I build/evaluate AI. Writing on Memory. Finishing a novel. Cohost https://t.co/rgvLjhBvSHKording —-& Lab �.. @KordingLab
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2K Followers 3K Following cybernetic cognitive control 🤖 computational cognitive neuroscience 🧠 postdoc princeton neuro 🍕 he/him 🇨🇦CogCompNeuro @CogCompNeuro
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20K Followers 12 Following Scientist merging adaptive motor control & machine learning | 🐭@deeplabcut 🦓@cebraAI | @ELLISforEurope Scholar | (same @ on bluesky)Max Planck Institute .. @MPICybernetics
3K Followers 194 Following Welcome to the Max Planck Institute for Biological Cybernetics. We investigate information processing in the brain.Dani S. Bassett @DaniSBassett
14K Followers 2K Following Professor, University of Pennsylvania, & Santa Fe Institute. Author of Curious Minds: The Power of Connection (MIT Press). | 🏳️🌈 they/them.Wei Ji Ma @weijima01
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3K Followers 3K Following Decision (neuro)scientist, interested in system views of brain, society, tech, wellbeing (opinions my own) at https://t.co/j5Wo2PEkN0 & [email protected]Tobias Gerstenberg @tobigerstenberg
4K Followers 867 Following Tea drinking assistant professor in cognitive psychology @Stanford.Computational Health .. @CompHealthMuc
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818 Followers 31 Following Senior Technology and Policy Advisor @DeepMindJulian Coda-Forno @juliancodaforno
132 Followers 171 Following PhD Student in Machine Learning @cpilab @ELLISforEurope exploring Cognitive Models of Meta-RL supervised by Eric Schulz & @janexwang.Surabhi S Nath @surabhisnath
502 Followers 753 Following Ph.D. student @MPS_cog @MPICybernetics | I dream patterns 👾| Creativity | Complexity | Curiosity | CoCoSci 👩🏻💻Stefan Herzog - @stef.. @stefanmherzog
1K Followers 2K Following Sen. Researcher @arc_mpib @MPIB_berlin: #boosting decisions: cognitive science, collective intelligence, algorithms: @scienceboosting @hacid_project @scibehNoémi Éltető @EltetoNoemi
704 Followers 433 Following AI-like human interested in human-like AI. Student researcher @DeepMind in London; PhD student @MPICybernetics in GermanyMehmet Yörüten @MehmetYoruten_
352 Followers 601 Following MSc Student in Neuroscience @Uni_Tue I BSc @UniBogazicishuchen wu @shuchen_wu
77 Followers 612 Following PhD @MPI Tübingen, studying the structure of human understanding and acquiring structures from neural networksCecilia Heyes @CeliaHeyes
5K Followers 1K Following Theoretical psychologist studying the evolution of human cognition. Cognitive Gadgets https://t.co/yJgtc5J63CJulia Rohrer @dingding_peng
12K Followers 2K Following Well-being & personality psych @UniLeipzig. I like all things science, beer, & puns. Even better when combined! https://t.co/OOr2IxMdV4, https://t.co/1kIsDvq3YLNoa Hedrich @noahedrich
221 Followers 265 Following cognitive computational neuroscience | PhD student at NeuroCode @mpib_berlin, @ECN_Berlin and @bccn_berlin | also on 🦋Daphna Shohamy @DShohamy
2K Followers 244 Following Director and CEO of Zuckerman Mind Brain Behavior Institute, Co-director of Kavli Institute, Columbia UniversityAutonomous Vision Gro.. @AutoVisionGroup
12K Followers 371 Following Awesome Vision Group of Andreas Geiger at the University of Tübingen. We are excited about Computer Vision, Machine Learning and Robotics.David Lagnado @david_lagnado
1K Followers 357 Following Causal reasoning and decision making, prof at UCL; New book- Explaining the evidence https://t.co/jsQwkdsNBV https://t.co/UakO9pq5NeTankred Saanum @TankredSaanum
160 Followers 91 Following PhD student doing deep RL and cognitive science in TübingenLaurence Hunt @LHuntNeuro
4K Followers 567 Following Associate Professor @OxExpPsy, Tutorial Fellow @StJohnsOx. Occasional tenor and ultimate frisbee player.Burgalossi Lab @ABurgalossi
1K Followers 331 Following news from the Burgalossi lab - spatial navigation and memory in rodents. Tweets = my own view (Andrea Burgalossi) @ CIN - University of TübingenYang Wu @yang_wu_
1K Followers 421 Following Asst prof @UofT @UTSC, leading the Developmental and Computational Affective Cognition Lab. Postdoc @Stanford, PhD @MITJudy Fan @judyefan
3K Followers 1K Following Cognitive scientist seeking to reverse engineer the human cognitive toolkit. Asst Prof of Psychology @Stanford.Anne Collins @Anne_On_Tw
1K Followers 201 FollowingPaula Kaanders @PKaanders
215 Followers 483 Following Postdoc at the CPI Lab @cpilab @MPICybernetics. She/her. @[email protected]Katharina Dobs @KathaDobs
1K Followers 474 Following Cognitive computational neuroscientist and research group leader @jlugiessen. Mom of 3. She/her. @[email protected]Susanne Haridi @HaridiSusanne
125 Followers 152 Following PhD student @MPS_cog | interested in the computations underlying cognitive processes project summaries at https://t.co/pvvQimtd5CAlisa Loosen @AlisaLoosen
556 Followers 917 Following Postdoctoral Fellow in Computational Neuroscience & Psychiatry @SinaiBrain @sinaiCCP | @Yale Previously @UCL @MPC_CompPsych @WCHN_UCL. She/HerAkshay K. Jagadish @akjagadish
246 Followers 402 Following Graduate Student @CPILab | @MPICybernetics Meta-learned models of cognition | CogSci ➡️ LLMs ➡️ CogSciKelsey Allen @KelseyRAllen
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2K Followers 380 Following Prof. and head of Dept. of Sensory and Sensorimotor System, Max Planck Inst. of Biol. Cybern, author of "Understanding vision: theory, models, and data"Irene Cogliati Dezza,.. @I_CogliatiDezza
286 Followers 250 Following Cognitive scientist @Ugent and @UCL, interested in decision-making and information-seeking, co-founder of @BeBrain4, and activist.Ev (like in 'evidence.. @ev_fedorenko
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20K Followers 35 Following Cognitive scientist, psychologist, philosopher, author of Scientist in the Crib, Philosophical Baby, The Gardener & The Carpenter, WSJ Mind And Matter columnistAthena Akrami @AthenaAkrami
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3K Followers 29 Following Professor of machine learning theory, University of TübingenNancy Kanwisher @Nanc.. @Nancy_Kanwisher
11K Followers 574 FollowingKristin Witte @WitteKristin
438 Followers 631 Following PhD Student in Computational Psychiatry @cpilab @CompHealthMuc @helmholtz_ai exploring how anxious and depressed people explore (she/her)Kou Murayama @KouMurayama
4K Followers 241 Following Psychology, education science, cognitive neuroscience, statistical methods. Prof @uni_tue. Made in Japan. @[email protected]Philipp Schwartenbeck @Schwartenbeckph
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1K Followers 199 Following Our research combines computational modeling and experimental work to understand the neural mechanisms of motivated learning, choice and cognitive control.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…
The model card has some more interesting info too: github.com/meta-llama/lla… Note that Llama 3 8B is actually somewhere in the territory of Llama 2 70B, depending on where you look. This might seem confusing at first but note that the former was trained for 15T tokens, while the…
Super happy for @Mi_Niemeyer who has received the Südwestmetall PhD prize for his great work on generative 3D models!
Thrilled to receive the Südwestmetall PhD prize! Huge thanks to my advisor Andreas (@AutoVisionGroup) and committee @GerardPonsMoll1 , @shubhtuls for the amazing support, the @MPI_IS and @maxplanckpress for the supportive environment, and @Suedwestmetall for the recognition!
🚨Announcing the next Harvard #efficientml seminar on Learning to learn, featuring @janexwang and Rising Star @juliancodaforno ! 🧠 ➡️ April 22, 2:30 ET 📅Registration: tinyurl.com/yyzt9c96 🔗 Website: efficientml.org @harvard_data @HarvardDBMI @KempnerInst
I’m excited to share a new, long-in-the-making, theoretical perspective piece, written with @cate_hartley in @NatRevPsych. Here, we explore how models of meta-learning may inform our understanding of the developmental process. rdcu.be/dE8nQ 🧵
So honoured to be one of the recipients of this award! ✨Thanks to my amazing supervisor @NeilBramley, my collaborators @tobigerstenberg, @mxpacer, @cocosci_lab, Ralf Mayrhofer, and the pioneers and current researchers in causal reasoning who have inspired this thesis! ✨
The Cognitive Science Society is thrilled to announce the winners of the 2024 Glushko Dissertation Prize! 🏆 Let’s meet the brilliant minds behind groundbreaking research in Cognitive Science 🧵👇
I am delighted that I’ll be joining Boston University’s dept. of psychological and brain sciences as an assistant professor in July 2025! I’ll be recruiting Ph.D. students and hiring a lab manager to start alongside me — see here for more info: katenuss.com/lab 🧠👩🔬💻
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.
Very exciting to see this preprint out! @WitteKristin has done an incredible job on this project and the results are quite intriguing!
Anxiety and depression might be related to increased, not decreased, exploration behaviour. What could be possible mechanisms underlying this? Beyond thrilled to share my very first first-author preprint with @toby_wise @docqhuys and @cpilab. osf.io/preprints/psya… 🧵⬇️ [1/n]
I finally got around to open-sourcing our gLocal transforms (from our most recent NeurIPS paper👇) and integrating them into the thingsvision library in a (hopefully) user-friendly way: vicco-group.github.io/thingsvision/A… If you don't use thingsvision, you can just download the transforms.
🚨Beep beep 🚨 Have you ever been wondering about how to use human similarity judgments for improving neural network representations? We have something for you! We found a transform that improves representational alignment and downstream task performance! arxiv.org/abs/2306.04507
Anxiety and depression might be related to increased, not decreased, exploration behaviour. What could be possible mechanisms underlying this? Beyond thrilled to share my very first first-author preprint with @toby_wise @docqhuys and @cpilab. osf.io/preprints/psya… 🧵⬇️ [1/n]
Excited that our new position piece is out! In this article, @summerfieldlab and I review three recent advances in using deep RL to model cognitive flexibility, a hallmark of human cognition: sciencedirect.com/science/articl… (1/4)
Excited that SpatialData is out @naturemethods! With @OliverStegle & @notjustmoore labs, we introduce & implement a dataframework & fileformat for multimodal spatial omics, based on the @openmicroscopy standard. Read at nature.com/articles/s4159… & try here spatialdata.scverse.org.
This remains one of the most consequential experiments in AI: Bloomberg trained a GPT-3.5 class AI on their own financial data last year… …only to find that GPT-4 8k, without specialized finance training, beat it on almost all finance tasks. Hard to beat the frontier models.
The new BloombergGPT AI may be harbinger of the next wave of corporate AI. Current AIs are trained on web data (though firms can add their own training) BloombergGPT is 52% either proprietary data or cleaned financial data. And it shows signs of being better at financial tasks.
I'm delighted to announce the 2024 winner of the Stanton prize is…@tobigerstenberg! The @socphilpsych Stanton Prize is awarded to a young scholar who has made significant contributions to interdisciplinary research & been active in the SPP. Please join me in congratulating Tobi!
🎤#Interview with Prof. @zeynepakata, our new Director of the Institute for Explainable Machine Learning Check out about her inspirations & goals and how she is fostering creativity & tackling challenges of #ML: 👉t1p.de/epcuu #MachineLearning #AI #HelmholtzMunich
@DrJimFan Thanks Jim! All of your points about limitations are very valid, and are things we're actively working on!
DeepMind SIMA: an agent that plays 7 games and 4 3D simulations by reading pixels and generating keyboard/mouse control. This was the original promise of OpenAI Universe in 2016, way ahead of its time. After 8 years, it's done right with the modern AI stack. Things I like: -…
Since cat is out of the bag, it’s time I share: I’ll be starting a new adventure with an incredible team of friends and long-time collaborators to take on the big challenge of robot learning at scale! It's called Physical Intelligence (Pi… or π, like the symbol). 🧵👇
Waseda Symphony Orchestra Tokyo gave a mind blowing concert in Munich just now at Isarphilarmonie. A wonderful way to advertise a university! 😊