Florentin Guth

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Generative Model

Diffusion Models

Top Venues

Publications

Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stéphane Mallat
Generalization in diffusion models arises from geometry-adaptive harmonic representations. ICLR (2024)
Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P. Simoncelli
Learning multi-scale local conditional probability models of images. CoRR (2023)
Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stéphane Mallat
Generalization in diffusion models arises from geometry-adaptive harmonic representation. CoRR (2023)
Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P. Simoncelli
Learning multi-scale local conditional probability models of images. ICLR (2023)
Florentin Guth, Brice Ménard, Gaspar Rochette, Stéphane Mallat
A Rainbow in Deep Network Black Boxes. CoRR (2023)
Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat
Conditionally Strongly Log-Concave Generative Models. CoRR (2023)
Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat
Conditionally Strongly Log-Concave Generative Models. ICML (2023)
Florentin Guth, Simon Coste, Valentin De Bortoli, Stéphane Mallat
Wavelet Score-Based Generative Modeling. NeurIPS (2022)
Florentin Guth, John Zarka, Stéphane Mallat
Phase Collapse in Neural Networks. ICLR (2022)
Florentin Guth, Simon Coste, Valentin De Bortoli, Stéphane Mallat
Wavelet Score-Based Generative Modeling. CoRR (2022)
Florentin Guth, John Zarka, Stéphane Mallat
Phase Collapse in Neural Networks. CoRR (2021)
John Zarka, Florentin Guth, Stéphane Mallat
Separation and Concentration in Deep Networks. ICLR (2021)
John Zarka, Florentin Guth, Stéphane Mallat
Separation and Concentration in Deep Networks. CoRR (2020)
Florentin Guth, Valentin Wüstholz, Maria Christakis, Peter Müller
Specification Mining for Smart Contracts with Automatic Abstraction Tuning. CoRR (2018)