no code implementations • 8 Jun 2022 • Patryk Wielopolski, Maciej Zięba
The tree-based ensembles are known for their outstanding performance for classification and regression problems characterized by feature vectors represented by mixed-type variables from various ranges and domains.
1 code implementation • 7 Oct 2021 • Patryk Wielopolski, Michał Koperski, Maciej Zięba
Generative models have gained many researchers' attention in the last years resulting in models such as StyleGAN for human face generation or PointFlow for the 3D point cloud generation.
1 code implementation • 18 Sep 2021 • Maciej Wołczyk, Magdalena Proszewska, Łukasz Maziarka, Maciej Zięba, Patryk Wielopolski, Rafał Kurczab, Marek Śmieja
Modern generative models achieve excellent quality in a variety of tasks including image or text generation and chemical molecule modeling.