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Przemysław Biecek
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Przemysław Biecek14 visible / 14 total nodes / 35 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipPrzemysław BiecekAPrzemysław BiecekResearcherYour CLIP has 164 dimensions of noise: Exploring the embeddings covariance eigenspectrum of contrastively pretrained vision-language transformersWYour CLIP has 164 dimen...preprint / 2026Jakub GrzywaczewskiAJakub GrzywaczewskiResearcherDawid PłudowskiADawid PłudowskiResearcherComputer VisionTComputer Vision30606 worksArtificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksfairmodels: A Flexible Tool For Bias Detection, Visualization, And MitigationWfairmodels: A Flexible ...preprint / 2022MementoML: Performance of selected machine learning algorithm configurations on OpenML100 datasetsWMementoML: Performance ...preprint / 2020Does imputation matter? Benchmark for predictive modelsWDoes imputation matter?...preprint / 2020LIMEcraft: Handcrafted superpixel selection and inspection for Visual eXplanationsWLIMEcraft: Handcrafted ...preprint / 2022Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IVWConsolidated learning -...preprint / 2022Interpretable Segmentation of Medical Free-Text Records Based on Word EmbeddingsWInterpretable Segmentat...preprint / 2020Kleister: A novel task for Information Extraction involving Long Documents with Complex LayoutWKleister: A novel task ...preprint / 2020
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Przemysław Biecek

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PaperYour CLIP has 164 dimensions of noise: Exploring the embeddings covariance eigenspectrum of contrastively pretrained vision-language transformersAuthorship / preprint / 2026PersonJakub GrzywaczewskiCo-authorship / ResearcherPersonDawid PłudowskiCo-authorship / ResearcherTopicComputer VisionWorks on / 30606 worksTopicArtificial IntelligenceWorks on / 22915 worksTopicMachine LearningWorks on / 49008 worksPaperfairmodels: A Flexible Tool For Bias Detection, Visualization, And MitigationAuthorship / preprint / 2022PaperMementoML: Performance of selected machine learning algorithm configurations on OpenML100 datasetsAuthorship / preprint / 2020

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