Selected Publications

1. NeurIPS

   Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling

   Bartosh, Grigory, Vetrov, Dmitry, and Naesseth, Christian A

   Advances in Neural Information Processing Systems Dec 2024

   arXiv Bib

   @article{bartosh2024neural,
     title = {Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling},
     author = {Bartosh, Grigory and Vetrov, Dmitry and Naesseth, Christian A},
     journal = {Advances in Neural Information Processing Systems},
     volume = {37},
     year = {2024},
     abbr = {NeurIPS},
     arxiv = {2404.12940},
     bibtex_show = {true},
     selected = {true}
   }

2. NeurIPS

   Variational Flow Matching for Graph Generation

   Eijkelboom*, Floor, Bartosh*, Grigory, Naesseth, Christian Andersson, Welling, Max, and Meent, Jan-Willem

   Advances in Neural Information Processing Systems Dec 2024

   arXiv Bib

   @article{eijkelboom2024variational,
     title = {Variational Flow Matching for Graph Generation},
     author = {Eijkelboom*, Floor and Bartosh*, Grigory and Naesseth, Christian Andersson and Welling, Max and van de Meent, Jan-Willem},
     journal = {Advances in Neural Information Processing Systems},
     volume = {37},
     year = {2024},
     abbr = {NeurIPS},
     annotation = {* Equal contribution},
     arxiv = {2406.04843},
     bibtex_show = {true},
     selected = {true}
   }

3. NeurIPS

   Equivariant Neural Diffusion for Molecule Generation

   Cornet, François RJ, Bartosh, Grigory, Schmidt, Mikkel N, and Naesseth, Christian A

   Advances in Neural Information Processing Systems Dec 2024

   Bib HTML

   @article{cornet2024equivariant,
     title = {Equivariant Neural Diffusion for Molecule Generation},
     author = {Cornet, Fran{\c{c}}ois RJ and Bartosh, Grigory and Schmidt, Mikkel N and Naesseth, Christian A},
     journal = {Advances in Neural Information Processing Systems},
     volume = {37},
     year = {2024},
     abbr = {NeurIPS},
     html = {https://openreview.net/forum?id=3iih8PGAH7},
     bibtex_show = {true},
     selected = {true}
   }

4. ICML

   Neural Diffusion Models

   Bartosh, Grigory, Vetrov, Dmitry, and Naesseth, Christian A

   The 41st International Conference on Machine Learning (ICML) Dec 2024

   arXiv Bib

   @article{bartosh2023neural,
     title = {Neural Diffusion Models},
     author = {Bartosh, Grigory and Vetrov, Dmitry and Naesseth, Christian A},
     journal = {The 41st International Conference on Machine Learning (ICML)},
     year = {2024},
     abbr = {ICML},
     arxiv = {2310.08337},
     bibtex_show = {true},
     selected = {true}
   }