Fabian Roth

Computer Vision and Pattern Recognition · 2007–2010

A researcher in the Science corpus: 2 papers; trusts 11 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Computer Vision and Pattern Recognition — 25 citations into it; #21,312 of 21,575 by trust here, #10,334 by citations

Whom Fabian Roth trusts overall

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

1. Yann LeCun
2. L. Eon Bottou
3. Yuri Boykov
4. Geoffrey E. Hinton
5. Julian Besag
6. Yoshua Bengio
7. S. Li
8. Jitendra Malik
9. Michael Egmont-Petersen
10. David R. Martin

Who trusts Fabian Roth overall

1. Viren Jain
2. uriy Mishchenko
3. Junbo Zhang

Papers from Fabian Roth's perspective

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

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

Their papers

• Supervised Learning of Image Restoration with Convolutional Networks (2007) — 253 citations
• Convolutional Networks Can Learn to Generate Affinity Graphs for Image Segmentation (2010) — 408 citations