T. Karnowski

Computer Vision and Pattern Recognition · 2010–2017

A researcher in the Science corpus: 4 papers; trusts 52 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Computer Vision and Pattern Recognition — 45 citations into it; #10,624 of 21,575 by trust here, #7,092 by citations
• Artificial Intelligence — 35 citations into it; #16,730 of 35,345 by trust here, #8,999 by citations
• Radiology, Nuclear Medicine and Imaging — 14 citations into it
• Representation & Self-Supervised Learning — 11 citations into it
• Optimization & Training — 10 citations into it
• Model Architectures — 9 citations into it
• Evaluation & Benchmarks — 6 citations into it

Whom T. Karnowski trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Geoffrey E. Hinton
2. Yoshua Bengio
3. Kunihiko Fukushima
4. Alex Krizhevsky
5. James Bergstra
6. Yann LeCun
7. Hugo Larochelle
8. Ilya Sutskever
9. Kaiming He
10. Diederik P. Kingma

Who trusts T. Karnowski overall

1. Yanming Guo
2. Yuhao Wang
3. Stefan Feuerriegel

Papers from T. Karnowski's perspective

Ordered by how strongly the researchers T. Karnowski trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. ImageNet classification with deep convolutional neural networks
3. Gradient-based learning applied to document recognition
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. Learning Multiple Layers of Features from Tiny Images
6. Long Short-Term Memory
7. Attention is All you Need (Neural Information Processing Systems)
8. Going deeper with convolutions
9. ImageNet Large Scale Visual Recognition Challenge
10. ImageNet: A large-scale hierarchical image database

Their papers

• Optimizing deep learning hyper-parameters through an evolutionary algorithm (2015) — 435 citations
• Deep Machine Learning - A New Frontier in Artificial Intelligence Research [Research Frontier] (2010) — 1,183 citations
• Evolving Deep Networks Using HPC (2017) — 45 citations
• Automatic Diabetic Macular Edema Detection in Fundus Images Using Publicly Available Datasets (2011) — 351 citations