Mohit Vaishnav — accepted AI-conference papers

2023

GAMR: A Guided Attention Model for (visual) Reasoning

ICLR 2023poster

Humans continue to outperform modern AI systems in their ability to flexibly parse and understand complex visual scenes. Here, we present a novel module for visual reasoning, the Guided Attention Model for (visual) Reasoning ($\textit{GAMR}$), which instantiates an active vision theory -- positing t…

Cited by 21 Source ↗PDF ↗code ↗Scholar ↗

2022

A Benchmark for Compositional Visual Reasoning

Aimen Zerroug, Mohit Vaishnav, Julien Colin, Sebastian Musslick, Thomas Serre

NeurIPS 2022accept

A fundamental component of human vision is our ability to parse complex visual scenes and judge the relations between their constituent objects. AI benchmarks for visual reasoning have driven rapid progress in recent years with state-of-the-art systems now reaching human accuracy on some of these be…

Cited by 40 Source ↗PDF ↗code ↗Scholar ↗