no code implementations • 26 Jun 2023 • Mohit Vaishnav
We investigate the role of attention and memory in complex reasoning tasks.
1 code implementation • 17 Aug 2022 • Mohit Vaishnav, Thomas Fel, Ivań Felipe Rodríguez, Thomas Serre
Vision transformers are nowadays the de-facto choice for image classification tasks.
Ranked #1 on Fine-Grained Image Classification on Herbarium 2022
1 code implementation • 11 Jun 2022 • Aimen Zerroug, Mohit Vaishnav, Julien Colin, Sebastian Musslick, Thomas Serre
Overall, we hope that our challenge will spur interest in the development of neural architectures that can learn to harness compositionality toward more efficient learning.
1 code implementation • 10 Jun 2022 • Mohit Vaishnav, Thomas Serre
Humans continue to outperform modern AI systems in their ability to flexibly parse and understand complex visual scenes.
no code implementations • 8 Aug 2021 • Mohit Vaishnav, Remi Cadene, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre
Our analysis reveals a novel taxonomy of visual reasoning tasks, which can be primarily explained by both the type of relations (same-different vs. spatial-relation judgments) and the number of relations used to compose the underlying rules.