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Gabriel Nobis
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 6
Top Topics
Optical Images
Influence Maximization
Street View
Data Model
Top Venues
CoRR
ML4H@NeurIPS
Trans. Mach. Learn. Res.
NeurIPS
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Publications
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Luis Oala
,
Marco Aversa
,
Gabriel Nobis
,
Kurt Willis
,
Yoan Neuenschwander
,
Michèle Buck
,
Christian Matek
,
Jérôme Extermann
,
Enrico Pomarico
,
Wojciech Samek
,
Roderick Murray-Smith
,
Christoph Clausen
,
Bruno Sanguinetti
Data Models for Dataset Drift Controls in Machine Learning With Optical Images.
Trans. Mach. Learn. Res.
2023 (2023)
Marco Aversa
,
Gabriel Nobis
,
Miriam Hägele
,
Kai Standvoss
,
Mihaela Chirica
,
Roderick Murray-Smith
,
Ahmed M. Alaa
,
Lukas Ruff
,
Daniela Ivanova
,
Wojciech Samek
,
Frederick Klauschen
,
Bruno Sanguinetti
,
Luis Oala
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology.
NeurIPS
(2023)
Gabriel Nobis
,
Marco Aversa
,
Maximilian Springenberg
,
Michael Detzel
,
Stefano Ermon
,
Shinichi Nakajima
,
Roderick Murray-Smith
,
Sebastian Lapuschkin
,
Christoph Knochenhauer
,
Luis Oala
,
Wojciech Samek
Generative Fractional Diffusion Models.
CoRR
(2023)
Marco Aversa
,
Gabriel Nobis
,
Miriam Hägele
,
Kai Standvoss
,
Mihaela Chirica
,
Roderick Murray-Smith
,
Ahmed Alaa
,
Lukas Ruff
,
Daniela Ivanova
,
Wojciech Samek
,
Frederick Klauschen
,
Bruno Sanguinetti
,
Luis Oala
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology.
CoRR
(2023)
Luis Oala
,
Marco Aversa
,
Gabriel Nobis
,
Kurt Willis
,
Yoan Neuenschwander
,
Michèle Buck
,
Christian Matek
,
Jérôme Extermann
,
Enrico Pomarico
,
Wojciech Samek
,
Roderick Murray-Smith
,
Christoph Clausen
,
Bruno Sanguinetti
Data Models for Dataset Drift Controls in Machine Learning With Images.
CoRR
(2022)
Luis Oala
,
Jana Fehr
,
Luca Gilli
,
Pradeep Balachandran
,
Alixandro Werneck Leite
,
Saúl Calderón Ramírez
,
Danny Xie Li
,
Gabriel Nobis
,
Erick Alejandro Muñoz Alvarado
,
Giovanna Jaramillo-Gutierrez
,
Christian Matek
,
Arun Shroff
,
Ferath Kherif
,
Bruno Sanguinetti
,
Thomas Wiegand
ML4H Auditing: From Paper to Practice.
ML4H@NeurIPS
(2020)