Ulrich Bauer
Computer Vision and Pattern Recognition · 2014–2020
A researcher in the Science corpus: 4 papers; trusts 16 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 27 citations into it; #19,060 of 21,575 by trust here, #16,367 by citations
- Computational Theory and Mathematics — 19 citations into it; #10,651 of 12,182 by trust here, #6,798 by citations
- Mathematical Physics — 14 citations into it
- Artificial Intelligence — 6 citations into it
- Geometry and Topology — 5 citations into it
Whom Ulrich Bauer trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Christopher K. I. Williams
- W. Crawley‐Boevey
- Gunnar E. Carlsson
- Afra Zomorodian
- David Cohen-Steiner
- Herbert Edelsbrunner
- M. Joellenbeck
- Vin de Silva
- Chih-Jen Lin
- Peter Bubenik
Who trusts Ulrich Bauer overall
Papers from Ulrich Bauer's perspective
Ordered by how strongly the researchers Ulrich Bauer trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- LIBSVM: A library for support vector machines
- U-Net: Convolutional Networks for Biomedical Image Segmentation (International Conference on Medical Image Computing and Computer-Assisted Intervention)
- Computing Persistent Homology (SCG '04)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Stability of Persistence Diagrams (Discrete & Computational Geometry)
- Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Learning Multiple Layers of Features from Tiny Images
Their papers
- A stable multi-scale kernel for topological machine learning (2014) — 392 citations
- clDice - a Novel Topology-Preserving Loss Function for Tubular Structure Segmentation (2020) — 549 citations
- Cotorsion torsion triples and the representation theory of filtered hierarchical clustering (2019) — 50 citations
- Ripser: efficient computation of Vietoris–Rips persistence barcodes (2019) — 484 citations