Łukasz Maziarka
Jagiellonian University(PL)
Publications by Year
Research Areas
Machine Learning in Materials Science, Computational Drug Discovery Methods, Domain Adaptation and Few-Shot Learning, Protein Structure and Dynamics, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- Mol-CycleGAN: a generative model for molecular optimization(2020)
- → Molecule Attention Transformer(2020)108 cited
- → Hypernetwork Functional Image Representation(2019)68 cited
- → Mol-CycleGAN - A Generative Model for Molecular Optimization(2019)39 cited
- → Relative molecule self-attention transformer(2024)31 cited
- → Extended study on atomic featurization in graph neural networks for molecular property prediction(2023)15 cited
- Geometric Graph Convolutional Neural Networks.(2019)
- → Spatial Graph Convolutional Networks(2020)7 cited
- → OneFlow: One-class flow for anomaly detection based on a minimal volume region(2021)7 cited
- → PluGeN: Multi-Label Conditional Generation from Pre-trained Models(2022)7 cited