Neuroscience

BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation

The human brain efficiently represents visual inputs through specialized neural populations that selectively respond to specific categories. Advancements in generative modeling have enabled data-driven discovery of neural selectivity using …

One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment

What can we learn from comparing video models to human brains, arguably the most efficient and effective video processing systems in existence? Our work takes a step towards answering this question by performing the first large-scale benchmarking of …