Florentin Guth
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
image synthesis
(2)
wavelet coefficients
(2)
image classification
(2)
sparse representation
(1)
image denoising
(1)
fisher discriminant
(1)
generative model
(1)
diffusion model
(1)
convolutional neural network
(1)
deep neural network
(1)
inductive bia
(1)
stochastic differential equation
(1)
score-based model
(1)
score-based diffusion
(1)
score-based generative model
(1)
sampling algorithm
(1)
random feature model
(1)
deep network
(1)
wavelet packet
(1)
multiscale decomposition
(1)
Papers
A Rainbow in Deep Network Black Boxes
JMLR 2024
Generalization in diffusion models arises from geometry-adaptive harmonic representations
ICLR 2024
Conditionally Strongly Log-Concave Generative Models
ICML 2023
Learning multi-scale local conditional probability models of images
ICLR 2023
Phase Collapse in Neural Networks
ICLR 2022
Wavelet Score-Based Generative Modeling
NeurIPS 2022
Separation and Concentration in Deep Networks
ICLR 2021