1 code implementation • 25 Nov 2023 • Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian Theis
We hence establish UOT-FM as a principled method for unpaired image translation.
no code implementations • 13 Oct 2023 • Dominik Klein, Théo Uscidda, Fabian Theis, Marco Cuturi
Optimal transport (OT) theory has reshaped the field of generative modeling: Combined with neural networks, recent \textit{Neural OT} (N-OT) solvers use OT as an inductive bias, to focus on ``thrifty'' mappings that minimize average displacement costs.
1 code implementation • 3 Sep 2022 • Dominik Klein
The book is split into four main chapters -- excluding chapter 1 (introduction) and chapter 6 (conclusion): Chapter 2 introduces neural networks and covers all the basic building blocks that are used to build deep networks such as those used by AlphaZero.
no code implementations • 26 Sep 2019 • Dominik Klein
We revisit the stroke correspondence problem [13, 14].
no code implementations • 1 Sep 2017 • Dominik Klein, Rasmus K. Rendsvig
The paper analyzes dynamic epistemic logic from a topological perspective.