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Unifying and extending Precision Recall metrics for assessing generative models

• Authors : Sykes, Benjamin; Simon, Loic; Rabin, Julien

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Statistics - Methodology

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LATENTPATCH: A Non-Parametric Approach for Face Generation and Editing

• Authors : Samuth, Benjamin; Rabin, Julien; Tschumperlé, David

Subjects: Computer Science - Multimedia; Electrical Engineering and Systems Science - Image and Video Processing; Electrical Engineering and Systems Science - Signal Processing

• Source: 2023 IEEE International Conference on Image Processing (ICIP), Oct 2023, Kuala Lumpur, Malaysia. pp.1790-1794

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On the De-duplication of LAION-2B

• Authors : Webster, Ryan; Rabin, Julien; Simon, Loic

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence

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A Low Rank Gaussian Mixture Latent Model for Face Generation

• Authors : Samuth, Benjamin; Rabin, Julien; Jurie, Frédéric ...

Subjects: Generative Modeling Auto-encoder Face Generation; Generative Modeling; Auto-encoderKolkata; India

• Source: International Conference on Pattern Recognition ; https://hal.science/hal-04715052 ; International Conference on Pattern Recognition, Dec 2024, Kolkata, India

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This Person (Probably) Exists. Identity Membership Attacks Against GAN Generated Faces

• Authors : Webster, Ryan; Rabin, Julien; Simon, Loic

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence

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Variational models for signal processing with Graph Neural Networks

• Authors : Azad, Amitoz; Rabin, Julien; Elmoataz, Abderrahim

Subjects: Computer Science - Machine Learning

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On the Existence of Optimal Transport Gradient for Learning Generative Models

• Authors : Houdard, Antoine; Leclaire, Arthur; Papadakis, Nicolas

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning

• Source: Transactions on Machine Learning Research (2023)

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On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity

• Authors : Siry, Rodrigue; Webster, Ryan; Simon, Loïc ...

Subjects: trade-off curve; distributional closeness; generative modeling

• Source: ISSN: 1532-4435.

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On the Theoretical Equivalence of Several Trade-Off Curves Assessing Statistical Proximity

• Authors : Siry, Rodrigue; Webster, Ryan; Simon, Loic

Subjects: Computer Science - Machine Learning; Mathematics - Probability; Statistics - Machine Learning

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A Generative Model for Texture Synthesis based on Optimal Transport between Feature Distributions

• Authors : Houdard, Antoine; Leclaire, Arthur; Papadakis, Nicolas

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Machine Learning; Statistics - Machine Learning

• Source: Journal of Mathematical Imaging and Vision, Volume 65, pages 4-28, (2023)

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