Florentin Guth
7 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Hot Topic Early Bird
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Conference Polyglot
(4)
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Cross-Pollinator
(14)
Conferences
ICLR (4)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
image generation
(1)
probabilistic modeling
(1)
image synthesis
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generative model
(1)
stochastic differential equation
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score-based generative model
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sampling algorithm
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random feature model
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deep network
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wavelet packet
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hierarchical kernel
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multiscale process
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infinite-width limit
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kernel methods
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multiscale generation
(1)
Papers
Generalization in diffusion models arises from geometry-adaptive harmonic representations
ICLR 2024
A Rainbow in Deep Network Black Boxes
JMLR 2024
Learning multi-scale local conditional probability models of images
ICLR 2023
Conditionally Strongly Log-Concave Generative Models
ICML 2023
Phase Collapse in Neural Networks
ICLR 2022
Wavelet Score-Based Generative Modeling
NIPS 2022
Separation and Concentration in Deep Networks
ICLR 2021