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Generative Fractional Diffusion Models

Nobis, G. et al. (2024) Generative Fractional Diffusion Models. In: 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Vancouver, Canada, 10-15 Dec 2024, (Accepted for Publication)

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Item Type:Conference Proceedings
Additional Information:This work was supported by the Federal Ministry of Education and Research (BMBF) as grants [SyReal (01IS21069B)]. R.M-S. & M.A. acknowledge funding from the QuantIC Project funded by EPSRC Quantum Technology Programme (grant EP/MO1326X/1, EP/T00097X/1), and dotPhoton AG. R.M-S acknowledges funding from EP/R018634/1, EP/T021020/1, EP/Y029178/1, and Google. SN acknowledges funding from the German Federal Ministry of Education and Research under the grant BIFOLD24B. RD acknowledges funding from the Flemish Government under the "Onderzoeksprogramma Artificiële Intelligentie (AI) Vlaanderen" programme and from Flanders Make under the SBO project CADAIVISION. TB was supported by a UKRI Future Leaders Fellowship [grant number MR/Y018818/1]. MO has been partially funded by Deutsche Forschungsgemeinschaft (DFG) - Project - ID 318763901 - SFB1294. WS acknowledges financial support by the German Research Foundation (DFG) - Research Unit KI-FOR 5363 (project ID: 459422098).
Status:Accepted for Publication
Refereed:Yes
Glasgow Author(s) Enlighten ID:Murray-Smith, Professor Roderick and Aversa, Mr Marco
Authors: Nobis, G., Springenberg, M., Aversa, M., Detzel, M., Daems, R., Murray-Smith, R., Nakajima, S., Lapuschkin, S., Ermon, S., Birdal, T., Opper, M., Knochenhauer, C., Oala, L., and Samek, W.
College/School:College of Science and Engineering > School of Computing Science
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Project Code
Award No
Project Name
Principal Investigator
Funder's Name
Funder Ref
Lead Dept
QuantIC - The UK Quantum Technoogy Hub in Quantum Enhanced Imaging
Miles Padgett
EP/T00097X/1
P&S - Physics & Astronomy
Exploiting Closed-Loop Aspects in Computationally and Data Intensive Analytics
Roderick Murray-Smith
EP/R018634/1
Computing Science
Quantum-Inspired Imaging for Remote Monitoring of Health & Disease in Community Healthcare
Jonathan Cooper
EP/T021020/1
ENG - Biomedical Engineering
ERC Advanced : DIFAI
Roderick Murray-Smith
EP/Y029178/1
Computing Science

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