Kim Stachenfeld
8 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
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The Questioner
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Research topics
Keywords
representation learning
(2)
3d reconstruction
(1)
deep neural network
(1)
video prediction
(1)
expectation maximization
(1)
deep learning
(1)
compositional generalization
(1)
relational reasoning
(1)
chaotic dynamics
(1)
human behavior
(1)
neural representation
(1)
brain encoding
(1)
latent variable model
(1)
place field
(1)
transfer learning
(1)
evolutionary algorithm
(1)
latent dynamics
(1)
end-to-end training
(1)
cognitive bia
(1)
deep reinforcement learning
(1)
Papers
Discovering Symbolic Cognitive Models from Human and Animal Behavior
ICML 2025
ReCogLab: a framework testing relational reasoning & cognitive hypotheses on LLMs
ICLR 2025
SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour
ICLR 2025
When does compositional structure yield compositional generalization? A kernel theory.
ICLR 2025
Learning 3D Particle-based Simulators from RGB-D Videos
ICLR 2024
Predictive auxiliary objectives in deep RL mimic learning in the brain
ICLR 2024
Graph network simulators can learn discontinuous, rigid contact dynamics
CoRL 2022
Learned Simulators for Turbulence
ICLR 2022