Ann-Kathrin Dombrowski
Artificial Intelligence · 2019–2024
A researcher in the Science corpus: 4 papers; trusts 19 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 78 citations into it
- Safety, Robustness & Interpretability — 46 citations into it
- Computer Vision and Pattern Recognition — 29 citations into it
Whom Ann-Kathrin Dombrowski trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alex Krizhevsky
- Grgoire Montavon
- Wojciech Samek
- Geoffrey E. Hinton
- Karen Simonyan
- Alexander Binder
- K. Müller
- Sebastian Lapuschkin
- Yann LeCun
- Yoshua Bengio
Who trusts Ann-Kathrin Dombrowski overall
- Maruan Al-Shedivat
- Juyeon Heo
- Julius Adebayo
- Wojciech Samek
- Kumar Avinava Dubey
- Sunghwan Joo
- Dylan Slack
Papers from Ann-Kathrin Dombrowski's perspective
Ordered by how strongly the researchers Ann-Kathrin Dombrowski trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet Large Scale Visual Recognition Challenge
- Gradient-based learning applied to document recognition
- Learning Multiple Layers of Features from Tiny Images
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Long Short-Term Memory
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Representation Engineering: A Top-Down Approach to AI Transparency (2023) — 1,173 citations
- Explanations can be manipulated and geometry is to blame (2019) — 401 citations
- The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning (2024) — 473 citations
- Fairwashing Explanations with Off-Manifold Detergent (2020) — 107 citations