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Florentin Guth
Florentin Guth
Center for Data Science, NYU and Center for Computational Neuroscience, Flatiron Institute
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
Wavelet score-based generative modeling
F Guth, S Coste, V De Bortoli, S Mallat
Advances in Neural Information Processing Systems 35, 478-491, 2022
332022
Separation and concentration in deep networks
J Zarka, F Guth, S Mallat
arXiv preprint arXiv:2012.10424, 2020
282020
Learning multi-scale local conditional probability models of images
Z Kadkhodaie, F Guth, S Mallat, EP Simoncelli
arXiv preprint arXiv:2303.02984, 2023
92023
Phase collapse in neural networks
F Guth, J Zarka, S Mallat
arXiv preprint arXiv:2110.05283, 2021
92021
Specification mining for smart contracts with automatic abstraction tuning
F Guth, V Wüstholz, M Christakis, P Müller
arXiv preprint arXiv:1807.07822, 2018
82018
A rainbow in deep network black boxes
F Guth, B Ménard, G Rochette, S Mallat
arXiv preprint arXiv:2305.18512, 2023
72023
Generalization in diffusion models arises from geometry-adaptive harmonic representation
Z Kadkhodaie, F Guth, EP Simoncelli, S Mallat
arXiv preprint arXiv:2310.02557, 2023
42023
On the universality of neural encodings in CNNs
F Guth, B Ménard
ICLR 2024 Workshop on Representational Alignment, 2024
2024
On the universality of neural codes in vision
F Guth, B Ménard
UniReps: the First Workshop on Unifying Representations in Neural Models, 2023
2023
Conditionally strongly log-concave generative models
F Guth, E Lempereur, J Bruna, S Mallat
International Conference on Machine Learning, 12224-12251, 2023
2023
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Articles 1–10