Sandra Hirche

Computer Vision and Pattern Recognition · 2011–2017

A researcher in the Science corpus: 4 papers; trusts 11 researchers and is trusted by 2 researchers here, as inferred from the citation graph.

Subfields

• Computer Vision and Pattern Recognition — 16 citations into it; #16,730 of 21,575 by trust here, #19,766 by citations
• Artificial Intelligence — 15 citations into it
• Computational Mechanics — 9 citations into it
• Control and Systems Engineering — 9 citations into it; #6,223 of 8,257 by trust here, #6,764 by citations
• Computer Graphics and Computer-Aided Design — 8 citations into it

Whom Sandra Hirche trusts overall

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

1. Stefan Schaal
2. Gabriel Taubin
3. Steven M. LaValle
4. Olga Sorkine-Hornung
5. Mario Botsch
6. Sergey Levine
7. Oliver Brock
8. Sertac Karaman
9. Geoffrey E. Hinton
10. Tamar Flash

Who trusts Sandra Hirche overall

1. Seyed Reza Ahmadzadeh

Papers from Sandra Hirche's perspective

Ordered by how strongly the researchers Sandra Hirche 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. Long Short-Term Memory
4. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
5. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
6. Gradient-based learning applied to document recognition
7. Attention is All you Need (Neural Information Processing Systems)
8. ImageNet: A large-scale hierarchical image database
9. Dropout: a simple way to prevent neural networks from overfitting
10. ImageNet Large Scale Visual Recognition Challenge

Their papers

• Feedback motion planning and learning from demonstration in physical robotic assistance: differences and synergies (2012) — 35 citations
• Data augmentation of wearable sensor data for parkinson’s disease monitoring using convolutional neural networks (2017) — 844 citations
• Spatial adaption of robot trajectories based on laplacian trajectory editing (2015) — 23 citations
• Synchronization in a goal-directed task: Human movement coordination with each other and robotic partners (2011) — 39 citations