Matthias Hofmann
Computer Vision and Pattern Recognition · with Charpiat · 2008
A researcher in the Science corpus: 2 papers; trusts 5 researchers and is trusted by 14 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 10 citations into it; #8,876 of 21,575 by trust here, #12,992 by citations
Whom Matthias Hofmann trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Christopher K. I. Williams
- Vladimir Kolmogorov
- Christopher Evans
- Yuri Boykov
- Ramin Zabih
- Stefan Klöppel
- Richard Szeliski
Who trusts Matthias Hofmann overall
- Richard Zhang
- Alex Yong Sang Chia
- Raj Kumar Gupta
- Gustav Larsson
- Ke Li
- Zezhou Cheng
- Sergio Guadarrama
- Ninon Burgos
Papers from Matthias Hofmann's perspective
Ordered by how strongly the researchers Matthias Hofmann trusts endorse each paper. Same corpus, a different order for every researcher.
- Fast approximate energy minimization via graph cuts
- ImageNet classification with deep convolutional neural networks
- What energy functions can be minimized via graph cuts?
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision
- Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
- A Comparative Study of Energy Minimization Methods for Markov Random Fields (European Conference on Computer Vision)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Distinctive Image Features from Scale-Invariant Keypoints
- Gradient-based learning applied to document recognition
Their papers
- Automatic Image Colorization Via Multimodal Predictions (2008) — 265 citations
- MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration (2008) — 520 citations