Karianne J. Bergen

Artificial Intelligence · 2015–2023

A researcher in the Science corpus: 3 papers; trusts 10 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 96 citations into it; #34,749 of 35,345 by trust here, #20,836 by citations
• Computer Vision and Pattern Recognition — 38 citations into it
• Model Architectures — 19 citations into it
• Generative Models — 13 citations into it
• Geophysics — 12 citations into it
• Probabilistic & Bayesian Methods — 9 citations into it
• Natural Language Processing — 8 citations into it
• Signal Processing — 5 citations into it

Whom Karianne J. Bergen trusts overall

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

1. Lawrence R. Rabiner
2. Teuvo Kohonen
3. Diederik P. Kingma
4. Yann LeCun
5. Geoffrey E. Hinton
6. Yoshua Bengio
7. Alex Krizhevsky
8. Max Welling
9. Joan Bruna
10. T. Perol

Who trusts Karianne J. Bergen overall

1. Jared D. Willard

Papers from Karianne J. Bergen's perspective

Ordered by how strongly the researchers Karianne J. Bergen 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. Long Short-Term Memory
5. Attention is All you Need (Neural Information Processing Systems)
6. ImageNet: A large-scale hierarchical image database
7. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
8. ImageNet Large Scale Visual Recognition Challenge
9. Learning Multiple Layers of Features from Tiny Images
10. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)

Their papers

• Scientific discovery in the age of artificial intelligence (2023) — 1,745 citations
• Machine learning for data-driven discovery in solid Earth geoscience (2019) — 1,045 citations
• Earthquake detection through computationally efficient similarity search (2015) — 309 citations