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Books and Theses
- 2023
[b1]Ryan Webster:
Evaluation of Deep Image Generation Through the Lens of Privacy and Utility. (Evaluation de la synthèse d'images au travers du prisme de la confidentialité). Normandy University, Caen, France, 2023
Journal Articles
- 2023
- [j1]Rodrigue Siry, Ryan Webster, Loïc Simon, Julien Rabin:
On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity. J. Mach. Learn. Res. 24: 185:1-185:34 (2023)
Conference and Workshop Papers
- 2022
- [c4]Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie:
Width-Wise Parameter Sharing for Multi-Domain Gan Learning. ICIP 2022: 4163-4167 - 2020
- [c3]Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie:
Generating Private Data Surrogates for Vision Related Tasks. ICPR 2020: 263-269 - 2019
- [c2]Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie:
Detecting Overfitting of Deep Generative Networks via Latent Recovery. CVPR 2019: 11273-11282 - [c1]Loïc Simon, Ryan Webster, Julien Rabin:
Revisiting precision recall definition for generative modeling. ICML 2019: 5799-5808
Informal and Other Publications
- 2023
- [i7]Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie:
On the De-duplication of LAION-2B. CoRR abs/2303.12733 (2023) - [i6]Ryan Webster:
A Reproducible Extraction of Training Images from Diffusion Models. CoRR abs/2305.08694 (2023) - 2021
- [i5]Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie:
This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces. CoRR abs/2107.06018 (2021) - 2020
- [i4]Loïc Simon, Julien Rabin, Ryan Webster:
Equivalence of several curves assessing the similarity between probability distributions. CoRR abs/2006.11809 (2020) - 2019
- [i3]Ryan Webster, Julien Rabin, Loïc Simon, Frédéric Jurie:
Detecting Overfitting of Deep Generative Networks via Latent Recovery. CoRR abs/1901.03396 (2019) - [i2]Loïc Simon, Ryan Webster, Julien Rabin:
Revisiting Precision and Recall Definition for Generative Model Evaluation. CoRR abs/1905.05441 (2019) - 2018
- [i1]Ryan Webster:
Innovative Non-parametric Texture Synthesis via Patch Permutations. CoRR abs/1801.04619 (2018)
Coauthor Index
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