Marcel Binz
@marcel_binz
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Interested in human and machine behavior.
Munich, Germany
Joined June 2022
@milenamr7 @evanrussek @TankredSaanum @lucaschubu @nishadsinghi @xin__sui @fabian_theis @vishaal_urao @KozzyVoudouris @NRDlab @WitteKristin @shuchen_wu @dirkuwulff @HuaDongXiong @cpilab plus the missing ones that I couldn't find here.
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Huge thanks to the team and collaborators who made this possible. @elifakata @MatthiasBethge @FraBraendle @callfredaway @juliancodaforno @can_demircann @eckstein_maria @EltetoNoemi @cocosci_lab @HaridiSusanne @akjagadish @Ji_An_Li @sreejan_kumar @modirshanechi @surabhisnath.
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We also present a case study showing how Centaur can support scientific discovery. An updated version of this approach is available in our new preprint:
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Centaur can also be adapted to predict secondary measurements like neural activity and response times -- despite never being trained to do so.
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We find that Centaur generalizes to unseen experiments and accurately predicts human behavior under modified cover stories, problem structures, and even in entirely novel domains.
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Centaur was trained on Psych-101, a new dataset with trial-by-trial data from 160 psychological experiments, containing over 60,000 participants and 10,000,000 choices.
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Excited to see our Centaur project out in @Nature. TL;DR: Centaur is a computational model that predicts and simulates human behavior for any experiment described in natural language.
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New short-form preprint in which we use Centaur to identify gaps in interpretable cognitive models and revise them accordingly using Qwen3 -- fully automated and without a human-in-the-loop.
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RT @akjagadish: 1/ 🚨 Updated preprint:.“Generating Computational Cognitive Models using Large Language Models”. 👥 Co-led by @milenamr7 with….
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RT @HelmholtzMunich: AI in Science: Ethical and Practical Challenges 🧠. 🎤Interview with Dr. Marcel Binz, Postdoctoral Researcher and Deputy….
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We are looking for two PhD students at our institute in Munich. Both postions are open-topic, so anything between cognitive science and machine learning is possible. More information: Feel free to share broadly!.
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The German Cognitive Science Society is organizing a PhD symposium in Tuebingen in April. If you are a PhD student in the vicinity, you should definetely register (by February 28th) -- it will be fun!.
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We are currently building the largest, cross-domain data set of human behavior as part of an open collaborative project. Contributions of any form are welcome, but especially experiments with meta-data from developmental, cross-cultural, or clinical studies.
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RT @lucaschubu: Our paper (with @elifakata, @MatthiasBethge, @cpilab) on visual cognition in multimodal large language models is now out in….
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ASIC is perhaps the coolest conference if you are into (cognitive) science and mountains (hiking, climbing, etc). I just signed up for this year. There is an early bird registration until end of January:
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