Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Nobis, Gabriel"'
Autor:
Nobis, Gabriel, Springenberg, Maximilian, Aversa, Marco, Detzel, Michael, Daems, Rembert, Murray-Smith, Roderick, Nakajima, Shinichi, Lapuschkin, Sebastian, Ermon, Stefano, Birdal, Tolga, Opper, Manfred, Knochenhauer, Christoph, Oala, Luis, Samek, Wojciech
We introduce the first continuous-time score-based generative model that leverages fractional diffusion processes for its underlying dynamics. Although diffusion models have excelled at capturing data distributions, they still suffer from various lim
Externí odkaz:
http://arxiv.org/abs/2310.17638
Autor:
Aversa, Marco, Nobis, Gabriel, Hägele, Miriam, Standvoss, Kai, Chirica, Mihaela, Murray-Smith, Roderick, Alaa, Ahmed, Ruff, Lukas, Ivanova, Daniela, Samek, Wojciech, Klauschen, Frederick, Sanguinetti, Bruno, Oala, Luis
We present DiffInfinite, a hierarchical diffusion model that generates arbitrarily large histological images while preserving long-range correlation structural information. Our approach first generates synthetic segmentation masks, subsequently used
Externí odkaz:
http://arxiv.org/abs/2306.13384
Autor:
Oala, Luis, Aversa, Marco, Nobis, Gabriel, Willis, Kurt, Neuenschwander, Yoan, Buck, Michèle, Matek, Christian, Extermann, Jerome, Pomarico, Enrico, Samek, Wojciech, Murray-Smith, Roderick, Clausen, Christoph, Sanguinetti, Bruno
Camera images are ubiquitous in machine learning research. They also play a central role in the delivery of important services spanning medicine and environmental surveying. However, the application of machine learning models in these domains has bee
Externí odkaz:
http://arxiv.org/abs/2211.02578
Autor:
Oala, Luis, Gilli, Luca, Balachandran, Pradeep, Werneck Leite, Alixandro, Calderon-Ramirez, Saul, Xie Li, Danny, Nobis, Gabriel, Alejandro Muñoz Alvarado, Erick, Jaramillo-Gutierrez, Giovanna, Matek, Christian, Shroff, Arun, Kherif, Ferath, Sanguinetti, Bruno, Wiegand, Thomas
Publikováno v:
Proceedings of the Machine Learning for Health NeurIPS Workshop
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1900::19ece1008bb3ccd68625b7033808db9b
https://serval.unil.ch/resource/serval:BIB_543A7425D5DD.P001/REF.pdf
https://serval.unil.ch/resource/serval:BIB_543A7425D5DD.P001/REF.pdf