Luca M. Schulze Buschoff
4 papers · 2022–2025 · 2 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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Keywords
statistical learning
(1)
stochastic optimization
(1)
representation learning
(1)
image classification
(1)
visual cognition
(1)
model comparison
(1)
inductive bia
(1)
decision boundary
(1)
vision-language model
(1)
physical understanding
(1)
ability estimation
(1)
developmental trajectory
(1)
generative neural network
(1)
fine tuning
(1)
large language model
(1)
root mean square error
(1)
data difficulty
(1)
sparse benchmark
(1)
Papers
metabench - A Sparse Benchmark of Reasoning and Knowledge in Large Language Models
ICLR 2025
Testing the Limits of Fine-Tuning for Improving Visual Cognition in Vision Language Models
ICML 2025
The Acquisition of Physical Knowledge in Generative Neural Networks
ICML 2023
Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond)
ICLR 2022