Mayukh Deb

The paper introduces a zero-shot evaluation framework to assess predictive models of the brain, revealing structured generalization limits and linking prediction performance to cognitive neuroscience findings.

MOSAIC aggregates eight fMRI datasets to enable large-scale modeling of human vision, showing improved decoding accuracy with diverse stimuli and joint brain-optimized encoding models.