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Julia E. Vogt — most-cited papers & profile · Generative Models
← authors
·
overview
Julia E. Vogt
12
papers ·
4
citations ·
22
h-index
ETH Zurich
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion
2024 · 1 citations
Structured Generations: Using Hierarchical Clusters to guide Diffusion Models
2024 · 1 citations
Interpretable Diffusion Models with B-cos Networks
2025
On the Limitations of Multimodal VAEs
2021
Differentiable Random Partition Models
2023
Unity by Diversity: Improved Representation Learning in Multimodal VAEs
2024
Weakly-Supervised Multimodal Learning on MIMIC-CXR
2024
Top co-authors
Thomas M. Sutter
· 4
Moritz Vandenhirtz
· 3
Daphn\'e Chopard
· 2
Laura Manduchi
· 2
Norbert Fortin
· 2
Stephan Mandt
· 2
Alain Ryser
· 1
Alice Bizeul
· 1
Andrea Agostini
· 1
Andrea Agostini
· 1
Babak Shahbaba
· 1
Babak Shahbaba
· 1
Topics
Diffusion Models
cs.IT
eess.SP
math.IT
Conditioning & Control
Text-to-Image
stat.AP
stat.ML
Uncategorized