Fabricio Arend Torres

According to our database, Fabricio Arend Torres authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Lagrangian Flow Networks for Conservation Laws.

Fabricio Arend Torres, Marcello Massimo Negri, Marco Inversi, Jonathan Aellen, Volker Roth

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Conditional Matrix Flows for Gaussian Graphical Models.

Marcello Massimo Negri, Fabricio Arend Torres, Volker Roth

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Truly Mesh-free Physics-Informed Neural Networks.

Fabricio Arend Torres, Marcello Massimo Negri, Monika Nagy-Huber, Maxim Samarin, Volker Roth

CoRR, 2022

Learning Invariances with Generalised Input-Convex Neural Networks.

Vitali Nesterov, Fabricio Arend Torres, Monika Nagy-Huber, Maxim Samarin, Volker Roth

CoRR, 2022

2021

Learning Extremal Representations with Deep Archetypal Analysis.

Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth

Int. J. Comput. Vis., 2021