Romuald A. Janik

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Feature Representations

Top Venues

J. Comput. Phys.

Publications

Tim Whittaker, Romuald A. Janik, Yaron Oz
Turbulence scaling from deep learning diffusion generative models. J. Comput. Phys. 514 (2024)
Tim Whittaker, Romuald A. Janik, Yaron Oz
Turbulence Scaling from Deep Learning Diffusion Generative Models. CoRR (2023)
Romuald A. Janik
Aspects of human memory and Large Language Models. CoRR (2023)
Aleksandra Nowak, Romuald A. Janik
Discovering Wiring Patterns Influencing Neural Network Performance. ECML/PKDD (3) (2022)
Tim Whittaker, Romuald A. Janik, Yaron Oz
Neural Network Complexity of Chaos and Turbulence. CoRR (2022)
Romuald A. Janik
Aesthetics and neural network image representations. CoRR (2021)
Romuald A. Janik, Przemek Witaszczyk
Complexity for deep neural networks and other characteristics of deep feature representations. CoRR (2020)
Romuald A. Janik, Aleksandra Nowak
Neural Networks on Random Graphs. CoRR (2020)
Romuald A. Janik, Aleksandra Nowak
Neural networks adapting to datasets: learning network size and topology. CoRR (2020)
Romuald A. Janik
Entropy from Machine Learning. CoRR (2019)