Jan Ernst

Computer Vision and Pattern Recognition · 2017–2019

A researcher in the Science corpus: 3 papers; trusts 363 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Computer Vision and Pattern Recognition — 82 citations into it; #20,416 of 21,575 by trust here, #6,326 by citations
• Artificial Intelligence — 32 citations into it; #33,333 of 35,345 by trust here, #9,369 by citations
• Safety, Robustness & Interpretability — 14 citations into it
• Evaluation & Benchmarks — 12 citations into it
• Model Architectures — 10 citations into it
• Biophysics — 5 citations into it

Whom Jan Ernst trusts overall

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

1. Karen Simonyan
2. Geoffrey E. Hinton
3. Yann LeCun
4. Alex Krizhevsky
5. Yoshua Bengio
6. Andrew Zisserman
7. Kaiming He
8. Diederik P. Kingma
9. Ross B. Girshick
10. Ilya Sutskever

Who trusts Jan Ernst overall

1. Hyunjung Shim

Papers from Jan Ernst's perspective

Ordered by how strongly the researchers Jan Ernst 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. 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. Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
9. ImageNet Large Scale Visual Recognition Challenge
10. Going deeper with convolutions

Their papers

• Tell Me Where to Look: Guided Attention Inference Network (2018) — 568 citations
• Counterfactual Visual Explanations (2019) — 596 citations
• DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition (2017) — 73 citations