Pieter-Jan Kindermans
Publications by Year
Research Areas
EEG and Brain-Computer Interfaces, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Explainable Artificial Intelligence (XAI), Neural dynamics and brain function
Most-Cited Works
- → SchNet – A deep learning architecture for molecules and materials(2018)2,101 cited
- Understanding and Simplifying One-Shot Architecture Search(2018)
- → Sign Language Recognition Using Convolutional Neural Networks(2015)478 cited
- → SchNet: A continuous-filter convolutional neural network for modeling quantum interactions(2017)470 cited
- → Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition(2016)450 cited
- → The (Un)reliability of Saliency Methods(2019)432 cited
- → Don't Decay the Learning Rate, Increase the Batch Size(2017)391 cited
- → A Benchmark for Interpretability Methods in Deep Neural Networks(2018)379 cited
- → BigNAS: Scaling up Neural Architecture Search with Big Single-Stage Models(2020)227 cited