Dorothea Kolossa

Artificial Intelligence · 2015–2024

A researcher in the Science corpus: 4 papers; trusts 44 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 44 citations into it
• Computer Vision and Pattern Recognition — 39 citations into it; #20,225 of 21,575 by trust here, #14,151 by citations
• Signal Processing — 24 citations into it

Whom Dorothea Kolossa trusts overall

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

1. Geoffrey E. Hinton
2. Diederik P. Kingma
3. Yoshua Bengio
4. Alex Krizhevsky
5. Yann LeCun
6. Kaiming He
7. Ilya Sutskever
8. Jimmy Ba
9. Alex Graves
10. Karen Simonyan

Who trusts Dorothea Kolossa overall

1. Hany Farid

Papers from Dorothea Kolossa's perspective

Ordered by how strongly the researchers Dorothea Kolossa 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. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Gradient-based learning applied to document recognition
5. Long Short-Term Memory
6. GENERATIVE ADVERSARIAL NETS
7. Attention is All you Need (Neural Information Processing Systems)
8. ImageNet: A large-scale hierarchical image database
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

• Leveraging Frequency Analysis for Deep Fake Image Recognition (2020) — 943 citations
• Features and Detectability of German Texts Generated with Large Language Models (2024)
• Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding (2018) — 322 citations
• Uncertainty propagation through deep neural networks (2015) — 57 citations