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06/14/2023
The Universal Law of Generalization Holds for Naturalistic Stimuli
Shepard's universal law of generalization is a remarkable hypothesis abo...
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02/03/2023
Around the world in 60 words: A generative vocabulary test for online research
Conducting experiments with diverse participants in their native languag...
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02/02/2023
What Language Reveals about Perception: Distilling Psychophysical Knowledge from Large Language Models
Understanding the extent to which the perceptual world can be recovered ...
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11/02/2022
On the Informativeness of Supervision Signals
Learning transferable representations by training a classifier is a well...
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09/29/2022
Analyzing Diffusion as Serial Reproduction
Diffusion models are a class of generative models that learn to synthesi...
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06/08/2022
Words are all you need? Capturing human sensory similarity with textual descriptors
Recent advances in multimodal training use textual descriptions to signi...
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05/23/2022
Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines
Strong inductive biases are a key component of human intelligence, allow...
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04/04/2022
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning
The ability to acquire abstract knowledge is a hallmark of human intelli...
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02/09/2022
Predicting Human Similarity Judgments Using Large Language Models
Similarity judgments provide a well-established method for accessing men...
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08/06/2020