Search Results for author: Remi Cadene

Found 7 papers, 6 papers with code

Understanding the computational demands underlying visual reasoning

no code implementations8 Aug 2021 Mohit Vaishnav, Remi Cadene, Andrea Alamia, Drew Linsley, Rufin VanRullen, Thomas Serre

Our analysis leads to 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.

Visual Reasoning

Overcoming Statistical Shortcuts for Open-ended Visual Counting

1 code implementation17 Jun 2020 Corentin Dancette, Remi Cadene, Xinlei Chen, Matthieu Cord

First, we propose the Modifying Count Distribution (MCD) protocol, which penalizes models that over-rely on statistical shortcuts.

Benchmark Analysis of Representative Deep Neural Network Architectures

2 code implementations1 Oct 2018 Simone Bianco, Remi Cadene, Luigi Celona, Paolo Napoletano

This work presents an in-depth analysis of the majority of the deep neural networks (DNNs) proposed in the state of the art for image recognition.

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