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Julius von K\"ugelgen — most-cited papers & profile · Computer Vision

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Julius von K\"ugelgen

12 papers · 35 citations

Google Scholar ↗Semantic Scholar ↗OpenAlex ↗

Most-cited papers

From Pixels to Components: Eigenvector Masking for Visual Representation Learning
2025 · 2 citations
Unsupervised Object Learning via Common Fate
2021 · 1 citations
Towards causal generative scene models via competition of experts
2020
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
2021
Visual Representation Learning Does Not Generalize Strongly Within the Same Domain
2021
Provably Learning Object-Centric Representations
2023
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
2023

Top co-authors

Bernhard Sch\"olkopf · 7 Wieland Brendel · 3 Francesco Locatello · 2 Matthias Bethge · 2 Peter Gehler · 2 Yash Sharma · 2 Alain Ryser · 1 Alice Bizeul · 1 Chris Russell · 1 Cian Eastwood · 1 Diane Bouchacourt · 1 Francesco Locatello · 1

Topics

cs.LG cs.CV stat.ML cs.AI