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Jesse C. Cresswell

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Conformal Prediction Sets Improve Human Decision Making

Feb 01, 2024
Jesse C. Cresswell, Yi Sui, Bhargava Kumar, Noël Vouitsis

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Data-Efficient Multimodal Fusion on a Single GPU

Jan 02, 2024
Noël Vouitsis, Zhaoyan Liu, Satya Krishna Gorti, Valentin Villecroze, Jesse C. Cresswell, Guangwei Yu, Gabriel Loaiza-Ganem, Maksims Volkovs

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Self-supervised Representation Learning From Random Data Projectors

Oct 11, 2023
Yi Sui, Tongzi Wu, Jesse C. Cresswell, Ga Wu, George Stein, Xiao Shi Huang, Xiaochen Zhang, Maksims Volkovs

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Augment then Smooth: Reconciling Differential Privacy with Certified Robustness

Jun 14, 2023
Jiapeng Wu, Atiyeh Ashari Ghomi, David Glukhov, Jesse C. Cresswell, Franziska Boenisch, Nicolas Papernot

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

Jun 07, 2023
George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh, Yi Sui, Brendan Leigh Ross, Valentin Villecroze, Zhaoyan Liu, Anthony L. Caterini, J. Eric T. Taylor, Gabriel Loaiza-Ganem

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Denoising Deep Generative Models

Dec 05, 2022
Gabriel Loaiza-Ganem, Brendan Leigh Ross, Luhuan Wu, John P. Cunningham, Jesse C. Cresswell, Anthony L. Caterini

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CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds

Nov 23, 2022
Jesse C. Cresswell, Brendan Leigh Ross, Gabriel Loaiza-Ganem, Humberto Reyes-Gonzalez, Marco Letizia, Anthony L. Caterini

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Find Your Friends: Personalized Federated Learning with the Right Collaborators

Oct 14, 2022
Yi Sui, Junfeng Wen, Yenson Lau, Brendan Leigh Ross, Jesse C. Cresswell

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