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Martin Schrimpf

2 papers indexed

arxivcs.LGq-bio.NC2026-07-07

Reward Valuation in Vision Language Models: Causal Mechanisms Underlying Anhedonia

Melika Honarmand, Samin Mahdipour Aghabagher, Martin Schrimpf

Recent Vision-Language Models capture increasingly complex aspects of human cognition. Here we ask whether this alignment extends to reward valuation, which we assess in a mechanistic framework built on clinical tests that were developed to evaluate anhedonia and motivational def…

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arxivcs.CV2026-07-02

NEvo: Neural-Guided Evolutionary Video Synthesis for Dynamic Visual Selectivity

Yingtian Tang, Sogand Salehi, Ming Zhou, Amir Zamir, Leyla Isik, Martin Schrimpf

The human brain processes dynamic visual input through hierarchically organized, functionally specialized regions. While recent in silico brain encoding models can synthesize optimal stimuli to probe selectivity in different brain regions, prior work has been largely limited to s…

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