Markus Mathias
Computer Vision and Pattern Recognition · 2012–2016
A researcher in the Science corpus: 5 papers; trusts 544 researchers and is trusted by 742 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 110 citations into it; #1,601 of 21,575 by trust here, #3,426 by citations
- Artificial Intelligence — 46 citations into it; #19,964 of 35,345 by trust here, #10,319 by citations
- Model Architectures — 13 citations into it
- Aerospace Engineering — 11 citations into it
- Evaluation & Benchmarks — 11 citations into it
- Media Technology — 11 citations into it
- Optimization & Training — 6 citations into it
Whom Markus Mathias trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Piotr Doll'ar
- Yann LeCun
- Geoffrey E. Hinton
- Kaiming He
- Ross B. Girshick
- Alex Krizhevsky
- Navneet Dalal
- Pedro F. Felzenszwalb
- Karen Simonyan
- Yoshua Bengio
Who trusts Markus Mathias overall
- Joy Buolamwini
- Rodrigo Benenson
- Seong Joon Oh
- Rajeev Ranjan
- Rasmus Rothe
- Junjie Yan
- Ping Luo
- Piotr Doll'ar
- Shuo Yang
- Antoine Miech
Papers from Markus Mathias's perspective
Ordered by how strongly the researchers Markus Mathias trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Going deeper with convolutions
- ImageNet Large Scale Visual Recognition Challenge
Their papers
- Pedestrian detection at 100 frames per second (2012) — 621 citations
- Face Detection without Bells and Whistles (2014) — 584 citations
- Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes (2016) — 589 citations
- Multi-scale object candidates for generic object tracking in street scenes (2016) — 44 citations
- Traffic sign recognition — How far are we from the solution? (2013) — 352 citations