Laurens van der Maaten
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Adversarial Robustness in Machine Learning, Advanced Neural Network Applications
Most-Cited Works
- → Densely Connected Convolutional Networks(2017)43,657 cited
- Visualizing Data using t-SNE(2008)
- → Accelerating t-SNE using tree-based algorithms(2014)2,376 cited
- Dimensionality Reduction: A Comparative Review(2009)
- → CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning(2017)1,763 cited
- → Feature Denoising for Improving Adversarial Robustness(2019)872 cited
- → CondenseNet: An Efficient DenseNet Using Learned Group Convolutions(2018)836 cited
- → Convolutional Networks with Dense Connectivity(2019)561 cited
- Learning a Parametric Embedding by Preserving Local Structure(2009)