Florentin Guth

20 papers A* 6Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Learning a distance measure from the information-estimation geometry of data. CoRR Guy Ohayon, Pierre-Étienne H. Fiquet, Florentin Guth, Jona Ballé, Eero P. Simoncelli
2025	J	`jnl`	Learning normalized image densities via dual score matching. CoRR Florentin Guth, Zahra Kadkhodaie, Eero P. Simoncelli
2024	J	`jnl`	A Rainbow in Deep Network Black Boxes. J. Mach. Learn. Res. Florentin Guth, Brice Ménard, Gaspar Rochette, Stéphane Mallat
2024	J	`jnl`	Classification-Denoising Networks. CoRR Louis Thiry, Florentin Guth
2024	A*	`conf`	Generalization in diffusion models arises from geometry-adaptive harmonic representations. ICLR Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stéphane Mallat
2024	J	`jnl`	On the universality of neural encodings in CNNs. CoRR Florentin Guth, Brice Ménard
2023	J	`jnl`	A Rainbow in Deep Network Black Boxes. CoRR Florentin Guth, Brice Ménard, Gaspar Rochette, Stéphane Mallat
2023	A*	`conf`	Conditionally Strongly Log-Concave Generative Models. ICML Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat
2023	J	`jnl`	Conditionally Strongly Log-Concave Generative Models. CoRR Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat
2023	J	`jnl`	Generalization in diffusion models arises from geometry-adaptive harmonic representation. CoRR Zahra Kadkhodaie, Florentin Guth, Eero P. Simoncelli, Stéphane Mallat
2023	A*	`conf`	Learning multi-scale local conditional probability models of images. ICLR Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P. Simoncelli
2023	J	`jnl`	Learning multi-scale local conditional probability models of images. CoRR Zahra Kadkhodaie, Florentin Guth, Stéphane Mallat, Eero P. Simoncelli
2023	—	`—`	Towards a mathematical understanding of deep convolutional neural networks. (Vers une compréhension mathématique des réseaux de neurones convolutifs profonds). Florentin Guth
2022	A*	`conf`	Phase Collapse in Neural Networks. ICLR Florentin Guth, John Zarka, Stéphane Mallat
2022	A*	`conf`	Wavelet Score-Based Generative Modeling. NeurIPS Florentin Guth, Simon Coste, Valentin De Bortoli, Stéphane Mallat
2022	J	`jnl`	Wavelet Score-Based Generative Modeling. CoRR Florentin Guth, Simon Coste, Valentin De Bortoli, Stéphane Mallat
2021	J	`jnl`	Phase Collapse in Neural Networks. CoRR Florentin Guth, John Zarka, Stéphane Mallat
2021	A*	`conf`	Separation and Concentration in Deep Networks. ICLR John Zarka, Florentin Guth, Stéphane Mallat
2020	J	`jnl`	Separation and Concentration in Deep Networks. CoRR John Zarka, Florentin Guth, Stéphane Mallat
2018	J	`jnl`	Specification Mining for Smart Contracts with Automatic Abstraction Tuning. CoRR Florentin Guth, Valentin Wüstholz, Maria Christakis, Peter Müller