Auguste Genovesio
Publications
Publications
A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological FeaturesInternational Conference on Machine Learning, Jul 2025, Vancouver (Canada), France. arXiv, 2025, ⟨10.48550/arXiv.2505.21317⟩ |
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ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Image2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024, Seattle, United States. IEEE, pp.11556-11565, 2024, ⟨10.1109/CVPR52733.2024.01098⟩ |
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One Style is All You Need to Generate a Video2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2024, Waikoloa, United States. 13 (1), IEEE, pp.5026-5035, 2023, ⟨10.1109/wacv57701.2024.00496⟩ |
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Weakly Supervised Cross-Modal Learning in High-Content Screening2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Athens, France. IEEE, pp.1-5, 2023, ⟨10.1109/ISBI56570.2024.10635200⟩ |
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Revealing Subtle Phenotypes in Small Microscopy Datasets Using Latent Diffusion Models2025 |
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Evolution is not uniform along protein sequences2022 |
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Evolutionary analysis of DNA methyltransferases in microeukaryotes: Insights from the model diatom Phaeodactylum tricornutum2021 |
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H3K27me3 natural variation selectively marks genes predicted to be important for differentiation in unicellular algae2020 |
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Comparison of Semi-supervised Learning Methods for High Content Screening Quality ControlECCV 2022, 2022, Tel Aviv, Israël, France. pp.395-405, ⟨10.1007/978-3-031-25069-9_26⟩ |
SAVGAN: Self-Attention Based Generation of Tumour on Chip Videos2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), Mar 2022, Kolkata, India. pp.1-5, ⟨10.1109/ISBI52829.2022.9761518⟩ |
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Unpaired Image-to-Image Translation with Limited Data to Reveal Subtle PhenotypesThirty-sixth Conference on Neural Information Processing Systems (NeurIPS 202), Nov 2022, La Nouvelle Orléans, LA, United States |
Non-Convex Cell Epithelial Modeling Unveils Cellular Interactions2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), Mar 2022, Kolkata, India. pp.1-5, ⟨10.1109/ISBI52829.2022.9761452⟩ |
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Super-Resolution through StyleGAN Regularized Latent Search36th Conference on Neural Information Processing Systems (NeurIPS 2022). NeurIPS - Self-Supervised Learning - Theory and Practice, Nov 2022, New Orleans, United States |
A Method For Discontinuous Neurite Reconstruction Based On Diffusion Tensor, Hessian Eigenvector, And Diffused Gradient Vector Fields2011 18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Brussels, France. pp.1401-1404, ⟨10.1109/ICIP.2011.6115702⟩ |
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Spatially Adaptive Relaxation For Active Contour Cell Segmentation2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2010, Rotterdam, France. pp.1033-1036, ⟨10.1109/ISBI.2010.5490166⟩ |
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Neuron Branch Detection And Description Using Random Walk2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sep 2009, Minneapolis, France. pp.1020-1023, ⟨10.1109/IEMBS.2009.5334083⟩ |
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3D Spatial Drift Correction Using Kalman Filtering For Fluorescence Based Imaging2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Jun 2009, Boston, France. pp.1119-1122, ⟨10.1109/ISBI.2009.5193253⟩ |
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Active Vector Graph For Regularized Tesselation2009 16th IEEE International Conference on Image Processing ICIP 2009, Nov 2009, Cairo, France. pp.2429-2432, ⟨10.1109/ICIP.2009.5414154⟩ |
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INHOMOGENEOUS DECONVOLUTION IN A BIOLOGICAL IMAGES CONTEXT2008 5th IEEE International Symposium on Biomedical Imaging (ISBI 2008), May 2008, Paris, France. pp.744-747, ⟨10.1109/ISBI.2008.4541103⟩ |
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IM.Grid, a Grid Computing Approach for Image Mining of High Throughput-High Content Screening2008 9th IEEE/ACM International Conference on Grid Computing (GRID), Sep 2008, Tsukuba, France. pp.334-339, ⟨10.1109/GRID.2008.4662818⟩ |
3D Fluorescent Spots Detection in Line-Scanning Confocal Microscopy2007 IEEE International Conference on Image Processing, Sep 2007, San Antonio, France. pp.VI - 241-VI - 244, ⟨10.1109/ICIP.2007.4379566⟩ |
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Biased Image Correction Based on Empirical Mode Decomposition2007 IEEE International Conference on Image Processing, Sep 2007, San Antonio, France. pp.I - 533-I - 536, ⟨10.1109/ICIP.2007.4379009⟩ |
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Support vector machines for automatic detection of tuberculosis bacteria in confocal microscopy images2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Apr 2007, Arlington, France. pp.85-88, ⟨10.1109/ISBI.2007.356794⟩ |
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A New Color Representation for Intensity Independent Pixel Classification in Confocal Microscopy ImagesAdvanced Concepts for Intelligent Vision Systems. ACIVS 2007. Lecture Notes in Computer Science, Aug 2007, Delft, Netherlands. pp.597-606, ⟨10.1007/978-3-540-74607-2_54⟩ |
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3D Automated Nuclear Morphometric Analysis Using Active MeshesPattern Recognition in Bioinformatics. PRIB. Lecture Notes in Computer Science, Oct 2007, Singapore, Singapore. pp.356-367, ⟨10.1007/978-3-540-75286-8_34⟩ |
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3D Mumford-Shah Based Active MeshProgress in Pattern Recognition, Image Analysis and Applications. CIARP 2006. Lecture Notes in Computer Science, Nov 2006, Cancun, Mexico. pp.208-217, ⟨10.1007/11892755_21⟩ |
Automated Confocal Microscope Bias CorrectionINFORMATION OPTICS: 5th International Workshop on Information Optics (WIO'06), Oct 2006, Toledo (Spain), France. pp.463-470, ⟨10.1063/1.2361251⟩ |
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Adaptive gating in gaussian bayesian multi-target tracking2004 International Conference on Image Processing, 2004. ICIP '04., Apr 2005, Singapore, France. pp.147-150, ⟨10.1109/ICIP.2004.1418711⟩ |
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Interacting multiple model based method to track moving fluorescent biological spots2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano, Apr 2004, Arlington, United States. pp.1239-1242, ⟨10.1109/ISBI.2004.1398769⟩ |
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Split and merge data association filter for dense multi-target trackingInternational Conference on Pattern Recognition ICPR, Aug 2004, Cambridge, United Kingdom |
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Adaptive gating in gaussian bayesian multi-target tracking2004 International Conference on Image Processing, 2004. ICIP '04., Oct 2004, Singapore, France. pp.147-150, ⟨10.1109/ICIP.2004.1418711⟩ |
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Tracking of multiple fluorescent biological objects in three dimensional video microscopyInternational Conference on Image Processing, Sep 2003, Barcelona, France. pp.I-1105-8, ⟨10.1109/ICIP.2003.1247160⟩ |
Tracking fluroescent spots in biological video microscopyBiomedical Optics 2003, Jul 2003, San Jose, United States. pp.98, ⟨10.1117/12.478040⟩ |
Automated Identification and Analysis of Visual Micro-experiments on Cellular MicroarrayAdvances in Bio-Imaging: From Physics to Signal Understanding, pp.27-33, 2012, ⟨10.1007/978-3-642-25547-2_3⟩ |
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Bias Image Correction Via Stationarity MaximizationMedical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 4792, Springer Berlin Heidelberg; Springer Berlin Heidelberg, pp.693-700, 2007, Lecture Notes in Computer Science, ⟨10.1007/978-3-540-75759-7_84⟩ |