Marcel Binz
10 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π Renaissance Researcher (6) π Conference Polyglot (3) π§ Keyword Pioneer
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Conference Polyglot
(3)
π
Renaissance Researcher
(6)
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Triple Crown
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
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Century Club
(10)
Conferences
ICML (4)
NIPS (4)
ICLR (2)
Top co-authors
Keywords
representation learning
(2)
stochastic optimization
(1)
reinforcement learning
(1)
few-shot learning
(1)
cognitive modeling
(1)
prompt learning
(1)
continuous control
(1)
data compression
(1)
autoregressive model
(1)
physical understanding
(1)
contrastive training
(1)
developmental trajectory
(1)
generative neural network
(1)
human alignment
(1)
pretrained neural network
(1)
multi-modal datum
(1)
large language model
(1)
image-based learning
(1)
description length
(1)
sequence prior
(1)
Papers
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
ICLR 2025
In-Context Learning Agents Are Asymmetric Belief Updaters
ICML 2024
Evaluating alignment between humans and neural network representations in image-based learning tasks
NIPS 2024
Turning large language models into cognitive models
ICLR 2024
CogBench: a large language model walks into a psychology lab
ICML 2024
Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks
ICML 2024
Meta-in-context learning in large language models
NIPS 2023
The Acquisition of Physical Knowledge in Generative Neural Networks
ICML 2023
Reinforcement Learning with Simple Sequence Priors
NIPS 2023
Modeling Human Exploration Through Resource-Rational Reinforcement Learning
NIPS 2022