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Jan Pawel Stanczuk
Joined
January 2023
Names
Jan Pawel Stanczuk
(Preferred)
,
Jan Stanczuk
Emails
****@cam.ac.uk
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
PhD student
University of Cambridge
(cam.ac.uk)
2019
–
2023
MS student
Imperial College London
(ic.ac.uk)
2018
–
2019
Undergrad student
King's College London, University of London
(kcl.ac.uk)
2015
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Carola-Bibiane Schönlieb
Present
Expertise
No areas of expertise listed
Publications
Time Series Diffusion in the Frequency Domain
Jonathan Crabbé
,
Nicolas Huynh
,
Jan Pawel Stanczuk
,
Mihaela van der Schaar
ICML 2024 Poster
Readers:
Everyone
Diffusion Models Encode the Intrinsic Dimension of Data Manifolds
Jan Pawel Stanczuk
,
Georgios Batzolis
,
Teo Deveney
,
Carola-Bibiane Schönlieb
ICML 2024 Poster
Readers:
Everyone
Variational Diffusion Auto-encoder: Deep Latent Variable Model with Unconditional Diffusion Prior
Georgios Batzolis
,
Jan Stanczuk
,
Carola-Bibiane Schönlieb
Published: 01 Jan 2023, Last Modified: 15 May 2023
CoRR 2023
Readers:
Everyone
Classification of datasets with imputed missing values: does imputation quality matter?
Tolou Shadbahr
,
Michael Roberts
,
Jan Stanczuk
,
Julian D. Gilbey
,
Philip Teare
,
Sören Dittmer
,
Matthew Thorpe
,
Ramón Viñas Torné
,
Evis Sala
,
Pietro Lió
,
Mishal Patel
,
AIX-COVNET Collaboration
,
James H. F. Rudd
,
Tuomas Mirtti
,
Antti Rannikko
,
John A. D. Aston
,
Jing Tang
,
Carola-Bibiane Schönlieb
2022 (modified: 08 Nov 2022)
CoRR 2022
Readers:
Everyone
Non-Uniform Diffusion Models
Georgios Batzolis
,
Jan Stanczuk
,
Carola-Bibiane Schönlieb
,
Christian Etmann
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Your diffusion model secretly knows the dimension of the data manifold
Georgios Batzolis
,
Jan Stanczuk
,
Carola-Bibiane Schönlieb
Published: 01 Jan 2022, Last Modified: 15 May 2023
CoRR 2022
Readers:
Everyone
Wasserstein GANs Work Because They Fail (to Approximate the Wasserstein Distance)
Jan Stanczuk
,
Christian Etmann
,
Lisa Maria Kreusser
,
Carola-Bibiane Schönlieb
Published: 01 Jan 2021, Last Modified: 15 May 2023
CoRR 2021
Readers:
Everyone
Conditional Image Generation with Score-Based Diffusion Models
Georgios Batzolis
,
Jan Stanczuk
,
Carola-Bibiane Schönlieb
,
Christian Etmann
Published: 01 Jan 2021, Last Modified: 15 May 2023
CoRR 2021
Readers:
Everyone
Co-Authors
AIX-COVNET Collaboration
Antti Rannikko
Carola-Bibiane Schönlieb
Christian Etmann
Evis Sala
Georgios Batzolis
James H. F. Rudd
Jing Tang
John A. D. Aston
Jonathan Crabbé
Julian D. Gilbey
Lisa Maria Kreusser
Matthew Thorpe
Michael Roberts
Mihaela van der Schaar
Mishal Patel
Nicolas Huynh
Philip Teare
Pietro Lió
Ramón Viñas Torné
Sören Dittmer
Teo Deveney
Tolou Shadbahr
Tuomas Mirtti