Olivier Colliot
Computer Vision and Pattern Recognition · 2009–2019
A researcher in the Science corpus: 6 papers; trusts 25 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 60 citations into it
- Psychiatry and Mental health — 52 citations into it
- Radiology, Nuclear Medicine and Imaging — 46 citations into it
- Physiology — 41 citations into it
- Artificial Intelligence — 37 citations into it
- Cognitive Neuroscience — 36 citations into it
- Statistical Learning Theory — 9 citations into it
- Molecular Biology — 9 citations into it
Whom Olivier Colliot trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Olivier Colliot's perspective
Ordered by how strongly the researchers Olivier Colliot 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)
- Gradient-based learning applied to document recognition
- ImageNet: A large-scale hierarchical image database
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
- Dropout: a simple way to prevent neural networks from overfitting
- Rectified Linear Units Improve Restricted Boltzmann Machines
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
Their papers
- New advances in the Clinica software platform for clinical neuroimaging studies (2019)
- Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation (2019) — 713 citations
- Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome (2011) — 85 citations
- Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database (2011) — 1,037 citations
- Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging (2009) — 428 citations
- Fully Automatic Hippocampus Segmentation and Classification in Alzheimer’s Disease and Mild Cognitive Impairment Applied on Data from ADNI (2009) — 361 citations