Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models

1 code implementation • 8 Feb 2023 • Mohammadreza Banaei, Klaudia Bałazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer

Recent transformer language models achieve outstanding results in many natural language processing (NLP) tasks.

HyperNeRFGAN: Hypernetwork approach to 3D NeRF GAN

1 code implementation • 27 Jan 2023 • Adam Kania, Artur Kasymov, Maciej Zięba, Przemysław Spurek

Our architecture produces 2D images, but we use 3D-aware NeRF representation, which forces the model to produce correct 3D objects.

HyperPocket: Generative Point Cloud Completion

1 code implementation • 11 Feb 2021 • Przemysław Spurek, Artur Kasymov, Marcin Mazur, Diana Janik, Sławomir Tadeja, Łukasz Struski, Jacek Tabor, Tomasz Trzciński

In this work, we reformulate the problem of point cloud completion into an object hallucination task.

Point Cloud Completion