Publications

2024

1. ICLR

   Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation

   Luca Eyring*, Dominik Klein*, Théo Uscidda*, and 4 more authors

   In International Conference on Learning Representations (ICLR), 2024

   Bib PDF Code

   @inproceedings{eyring2024unbalancedness,
     title = {Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation},
     author = {Eyring, Luca and Klein, Dominik and Uscidda, Th{\'e}o and Palla, Giovanni and Kilbertus, Niki and Akata, Zeynep and Theis, Fabian J},
     booktitle = {International Conference on Learning Representations (ICLR)},
     year = {2024},
     url = {https://openreview.net/forum?id=2UnCj3jeao},
   }

2. 

   ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

   Luca Eyring*, Shyamgopal Karthik*, Karsten Roth, and 2 more authors

   2024

   Bib PDF Code

   @article{eyring2024reno,
     title = {ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization},
     author = {Eyring, Luca and Karthik, Shyamgopal and Roth, Karsten and Dosovitskiy, Alexey and Akata, Zeynep},
     year = {2024},
     eprint = {2406.04312},
     archiveprefix = {arXiv},
   }

2022

1. 

   Modeling Single-Cell Dynamics Using Unbalanced Parameterized Monge Maps

   Luca Eyring*, Dominik Klein*, Giovanni Palla*, and 4 more authors

   In NeurIPS Workshop on Learning Meaningful Representations of Life, 2022

   Contributed Talk [Oral]

   Bib PDF Talk

   @inproceedings{eyring2022modeling,
     title = {Modeling Single-Cell Dynamics Using Unbalanced Parameterized Monge Maps},
     author = {Eyring, Luca and Klein, Dominik and Palla, Giovanni and Becker, S{\"o}ren and Weiler, Philipp and Kilbertus, Niki and Theis, Fabian J},
     booktitle = {NeurIPS Workshop on Learning Meaningful Representations of Life},
     year = {2022},
     url = {https://openreview.net/forum?id=3ZcryDcnoW2},
   }