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Grégoire Montavon
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Grégoire Montavon18 visible / 18 total nodes / 55 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipGrégoire MontavonAGrégoire MontavonResearcherReliable Modeling of Distribution Shifts via Displacement-Reshaped Optimal TransportWReliable Modeling of Di...preprint / 2026Philip NaumannAPhilip NaumannResearcherKlaus-Robert MüllerAKlaus-Robert MüllerResearcherJacob KauffmannAJacob KauffmannResearcherLearning Feature Hierarchies with Centered Deep Boltzmann MachinesWLearning Feature Hierar...preprint / 2012Machine Learning of Molecular Electronic Properties in Chemical Compound SpaceWMachine Learning of Mol...preprint / 2013Wasserstein Training of Boltzmann MachinesWWasserstein Training of...preprint / 2015Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksExplaining Deep Neural Networks and Beyond: A Review of Methods and ApplicationsWExplaining Deep Neural ...preprint / 2021Layer-wise Relevance Propagation for Neural Networks with Local Renormalization LayersWLayer-wise Relevance Pr...preprint / 2016Identifying individual facial expressions by deconstructing a neural networkWIdentifying individual ...preprint / 2016Interpreting the Predictions of Complex ML Models by Layer-wise Relevance PropagationWInterpreting the Predic...preprint / 2016The Clever Hans Effect in Anomaly DetectionWThe Clever Hans Effect ...preprint / 2020Towards Explaining Anomalies: A Deep Taylor Decomposition of One-Class ModelsWTowards Explaining Anom...preprint / 2018Evaluating the visualization of what a Deep Neural Network has learnedWEvaluating the visualiz...preprint / 2015Analyzing Classifiers: Fisher Vectors and Deep Neural NetworksWAnalyzing Classifiers: ...preprint / 2015
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Grégoire Montavon

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PaperReliable Modeling of Distribution Shifts via Displacement-Reshaped Optimal TransportAuthorship / preprint / 2026PersonPhilip NaumannCo-authorship / ResearcherPersonKlaus-Robert MüllerCo-authorship / ResearcherPersonJacob KauffmannCo-authorship / ResearcherPaperLearning Feature Hierarchies with Centered Deep Boltzmann MachinesAuthorship / preprint / 2012PaperMachine Learning of Molecular Electronic Properties in Chemical Compound SpaceAuthorship / preprint / 2013PaperWasserstein Training of Boltzmann MachinesAuthorship / preprint / 2015TopicMachine LearningWorks on / 49008 works

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