Matthias Hein

Simple Does It: Weakly Supervised Instance and Semantic Segmentation

Anna Khoreva, Rodrigo Benenson, Jan Hosang et al. · 2017 · 812 citations

Data Annotation, Scene Analysis, Engineering +18

Latent Embeddings for Zero-Shot Classification

Yongqin Xian, Zeynep Akata, Gaurav Sharma et al. · 2016 · 694 citations

Few-shot Learning, Engineering, Machine Learning +17

Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks

Francesco Croce, Matthias Hein · arXiv (Cornell University) · 2020 · 434 citations · Full text

Engineering, Machine Learning, Evasion Technique +20

An integer linear programming approach for finding deregulated subgraphs in regulatory networks

Christina Backes, Alexander Rurainski, Gunnar W. Klau et al. · Nucleic Acids Research · 2011 · 258 citations · Full text

Mathematical Programming, Brca1 Mutation, Engineering +28

Spectral clustering based on the graph <i>p</i> -Laplacian

Thomas Bühler, Matthias Hein · 2009 · 251 citations

Spectral Theory, Cluster Computing, Cheeger Cut +15