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Remi Cadene

Xplique: A Deep Learning Explainability Toolbox

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Jun 09, 2022
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Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis

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Feb 15, 2022
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What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods

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Dec 06, 2021
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Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis

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Nov 07, 2021
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Understanding the computational demands underlying visual reasoning

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Aug 08, 2021
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Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

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Apr 14, 2021
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Overcoming Statistical Shortcuts for Open-ended Visual Counting

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Jul 01, 2020
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RUBi: Reducing Unimodal Biases in Visual Question Answering

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Jun 24, 2019
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MUREL: Multimodal Relational Reasoning for Visual Question Answering

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Feb 25, 2019
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Benchmark Analysis of Representative Deep Neural Network Architectures

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Oct 19, 2018
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