Pieter-Jan Kindermans

SchNet – A deep learning architecture for molecules and materials

Kristof T. Schütt, Huziel E. Sauceda, Pieter-Jan Kindermans et al. · The Journal of Chemical Physics · 2018 · 2.1K citations · Full text

Understanding and Simplifying One-Shot Architecture Search

Gabriel Bender, Pieter-Jan Kindermans, Barret Zoph et al. · International Conference on Machine Learning · 2018 · 543 citations

Artificial Intelligence, Architectural Design, One-shot Architecture Search +7

SchNet: A continuous-filter convolutional neural network for modeling quantum interactions

Kristof T. Schütt, Pieter-Jan Kindermans, Huziel E. Sauceda et al. · arXiv (Cornell University) · 2017 · 470 citations · Full text

Total Energy, Geometric Learning, Engineering +18

Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition

Di Wu, Lionel Pigou, Pieter-Jan Kindermans et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 449 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +22

Don't Decay the Learning Rate, Increase the Batch Size

Samuel Smith, Pieter-Jan Kindermans, Chris Ying et al. · arXiv (Cornell University) · 2017 · 391 citations · Full text

Batch Size, Hyperparameter Estimation, Engineering +8