Publications

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Jones, C.; Barzegar-Keshteli, M.; Gross, A.; Obozinski, G.; Rahi, S. J."A Graph Matching Approach to Tracking Neurons in Freely-Moving C. elegans"View publication
Egger, P.; Jones, C."Co-Exportation of Products by Multi-Product Firms"View publication
Jones, C.; Roulet, V.; Harchaoui, Z."Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods"324.01237-1247View publication
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Bertoli, G.; Ozdemir, F.; Schemm, S.; Perez-Cruz, F."Revisiting Machine Learning Approaches for Short- and Longwave Radiation Inference in Weather and Climate Models, Part I: Offline Performance"View publication
Teurtrie, A.; Perraudin, N.; Holvoet, T.; Chen, H.; Alexander, D. T.; Obozinski, G.; Hébert, C."espm: A Python library for the simulation of STEM-EDXS datasets"249113719View publication
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Knott, M.; Perez-Cruz, F.; Defraeye, T."Facilitated machine learning for image-based fruit quality assessment"345111401View publication
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Di Croce, D.; Giovannozzi, M.; Pieloni, T.; Seidel, M.; Van der Veken, F. F."Accelerating dynamic aperture evaluation using deep neural networks"2870-2873View publication
Bertoli, G.; Ozdemir, F.; Schemm, S.; Perez-Cruz, F."Revisiting Machine Learning Approaches for Short- and Longwave Radiation Inference in Weather and Climate Models, Part I: Offline Performance"View publication
Ozdemir, F."Unsupervised Domain Adaptation for Optoacoustic Imaging: Leveraging Unpaired Data for Improved Results"View publication
Safin, A.; Bouffard, D.; Runnalls, J.; Georgatos, F.; Bouillet, E.; Ozdemir, F.; Perez Cruz, F.; Šukys, J."Data assimilation in lake Geneva using the SPUX framework"19564View publication
Ozdemir, F.; Lafci, B.; Dean-Ben, X. L.; Razansky, D.; Perez-Cruz, F."OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing"View publication
Di Croce, D.; Giovannozzi, M.; Krymova, E.; Pieloni, T.; Seidel, M.; Van der Veken, F. F."Optimizing Beam Dynamics in LHC with Active Deep Learning"View publication
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