The Algonauts challenge (Gifford et al.[2023]) called on the community to provide novel
solutions for predicting brain activity of humans viewing natural scenes. This report provides …

Achieving visual reasoning is a long-term goal of artificial intelligence. In the last decade,
several studies have applied deep neural networks (DNNs) to the task of learning visual …

Self-attention in vision transformers has been thought to perform perceptual grouping where
tokens attend to other tokens with similar embeddings, which could correspond to …