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Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.

G. Stein, J. Cresswell, R. Hosseinzadeh, Y. Sui, B. Ross, V. Villecroze, Z. Liu, A. Caterini, J. Taylor, and G. Loaiza-Ganem. CoRR, (2023)

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Leigh Robinson

Brendan Herbst

Leigh Marsh

John Leigh

Brendan Lovett

Other publications of authors with the same name

Neural Implicit Manifold Learning for Topology-Aware Generative Modelling.B. Ross, G. Loaiza-Ganem, A. Caterini, and J. Cresswell. CoRR, (2022)The Union of Manifolds Hypothesis and its Implications for Deep Generative Modelling.B. Brown, A. Caterini, B. Ross, J. Cresswell, and G. Loaiza-Ganem. CoRR, (2022)Denoising Deep Generative Models.G. Loaiza-Ganem, B. Ross, L. Wu, J. Cunningham, J. Cresswell, and A. Caterini. ICBINB, volume 187 of Proceedings of Machine Learning Research, page 41-50. PMLR, (2022)Verifying the Union of Manifolds Hypothesis for Image Data.B. Brown, A. Caterini, B. Ross, J. Cresswell, and G. Loaiza-Ganem. ICLR, OpenReview.net, (2023)A Geometric Explanation of the Likelihood OOD Detection Paradox.H. Kamkari, B. Ross, J. Cresswell, A. Caterini, R. Krishnan, and G. Loaiza-Ganem. CoRR, (2024)Find Your Friends: Personalized Federated Learning with the Right Collaborators.Y. Sui, J. Wen, Y. Lau, B. Ross, and J. Cresswell. CoRR, (2022)Diagnosing and Fixing Manifold Overfitting in Deep Generative Models.G. Loaiza-Ganem, B. Ross, J. Cresswell, and A. Caterini. CoRR, (2022)Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.G. Stein, J. Cresswell, R. Hosseinzadeh, Y. Sui, B. Ross, V. Villecroze, Z. Liu, A. Caterini, J. Taylor, and G. Loaiza-Ganem. CoRR, (2023)CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds.J. Cresswell, B. Ross, G. Loaiza-Ganem, H. Reyes-González, M. Letizia, and A. Caterini. CoRR, (2022)Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows.B. Ross, and J. Cresswell. NeurIPS, page 26635-26648. (2021)

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Disambiguation of "Ross, Brendan Leigh"

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Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.

Please choose a person to relate this publication to

Leigh Robinson

Brendan Herbst

Leigh Marsh

John Leigh

Brendan Lovett

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Ross, Brendan Leigh"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.

Please choose a person to relate this publication to

Leigh Robinson

Brendan Herbst

Leigh Marsh

John Leigh

Brendan Lovett

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models.