Florentin Guth

According to our database, Florentin Guth authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Classification-Denoising Networks.

Louis Thiry, Florentin Guth

CoRR, 2024

On the universality of neural encodings in CNNs.

Florentin Guth, Brice Ménard

CoRR, 2024

Generalization in diffusion models arises from geometry-adaptive harmonic representations.

Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stéphane Mallat

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generalization in diffusion models arises from geometry-adaptive harmonic representation.

Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stéphane Mallat

CoRR, 2023

A Rainbow in Deep Network Black Boxes.

Florentin Guth, Brice Ménard, Gaspar Rochette, Stéphane Mallat

CoRR, 2023

Conditionally Strongly Log-Concave Generative Models.

Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat

Proceedings of the International Conference on Machine Learning, 2023

Learning multi-scale local conditional probability models of images.

Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P. Simoncelli

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Wavelet Score-Based Generative Modeling.

Florentin Guth, Simon Coste, Valentin De Bortoli, Stéphane Mallat

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Phase Collapse in Neural Networks.

Florentin Guth, John Zarka, Stéphane Mallat

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Separation and Concentration in Deep Networks.

John Zarka, Florentin Guth, Stéphane Mallat

Proceedings of the 9th International Conference on Learning Representations, 2021

2018

Specification Mining for Smart Contracts with Automatic Abstraction Tuning.

Florentin Guth, Valentin Wüstholz, Maria Christakis, Peter Müller

CoRR, 2018