Guth, Florentin

10 publications

NeurIPS 2025 Learning Normalized Image Densities via Dual Score Matching Florentin Guth, Zahra Kadkhodaie, Eero P Simoncelli

JMLR 2024 A Rainbow in Deep Network Black Boxes Florentin Guth, Brice Ménard, Gaspar Rochette, Stéphane Mallat

ICLR 2024 Generalization in Diffusion Models Arises from Geometry-Adaptive Harmonic Representations Zahra Kadkhodaie, Florentin Guth, Eero P Simoncelli, Stéphane Mallat

ICLRW 2024 On the Universality of Neural Encodings in CNNs Florentin Guth, Brice Ménard

ICML 2023 Conditionally Strongly Log-Concave Generative Models Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat

ICLR 2023 Learning Multi-Scale Local Conditional Probability Models of Images Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P Simoncelli

NeurIPSW 2023 On the Universality of Neural Codes in Vision Florentin Guth, Brice Ménard

ICLR 2022 Phase Collapse in Neural Networks Florentin Guth, John Zarka, Stéphane Mallat

NeurIPS 2022 Wavelet Score-Based Generative Modeling Florentin Guth, Simon Coste, Valentin De Bortoli, Stephane Mallat

ICLR 2021 Separation and Concentration in Deep Networks John Zarka, Florentin Guth, Stéphane Mallat