Søren Hauberg

Computer Vision and Pattern Recognition · 2015–2017

A researcher in the Science corpus: 2 papers; trusts 17 researchers and is trusted by 5 researchers here, as inferred from the citation graph.

Subfields

• Computer Vision and Pattern Recognition — 23 citations into it; #14,199 of 21,575 by trust here, #11,498 by citations
• Artificial Intelligence — 19 citations into it; #22,963 of 35,345 by trust here, #17,110 by citations
• Generative Models — 10 citations into it; #1,690 of 1,956 by trust here, #1,502 by citations
• Probabilistic & Bayesian Methods — 7 citations into it

Whom Søren Hauberg trusts overall

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

1. Geoffrey E. Hinton
2. Alex Krizhevsky
3. Patrice Y. Simard
4. Diederik P. Kingma
5. Henry S. Baird
6. Xavier Pennec
7. Yann LeCun
8. Navdeep Jaitly
9. Ilya Sutskever
10. Yoshua Bengio

Who trusts Søren Hauberg overall

1. Alex Hernandez-Garcia
2. Shuxiao Chen
3. Alec Radford
4. Andreas Holzinger
5. Amy Zhao
6. Xinyue Zhu
7. Yunshu Du
8. Peter König
9. Jiuxiang Gu
10. Antreas Antoniou

Papers from Søren Hauberg's perspective

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

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

Their papers

• Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation (2015) — 160 citations
• Latent Space Oddity: on the Curvature of Deep Generative Models (2017) — 331 citations