Publications

2024

1. ECCV
   🌟Best Paper Candidate
   🌟Oral

   Robust fitting on a gate quantum computer

   Frances Fengyi Yang, Michele Sasdelli, and Tat-Jun Chin

   In European Conference on Computer Vision (ECCV), 2024

   Bib PDF

   @inproceedings{yang2024robust,
     title = {Robust fitting on a gate quantum computer},
     author = {<strong>Yang</strong>, <strong>Frances Fengyi</strong> and Sasdelli, Michele and Chin, Tat-Jun},
     booktitle = {European Conference on Computer Vision (ECCV)},
     year = {2024},
   }

2. BMVC

   Projected stochastic gradient descent with quantum annealed binary gradients

   Maximilian Krahn, Michele Sasdelli, Frances Fengyi Yang, Vladislav Golyanik, Juho Kannala, Tat-Jun Chin, and Tolga Birdal

   In British Machine Vision Conference (BMVC), 2024

   Bib PDF

   @inproceedings{krahn2023projected,
     title = {Projected stochastic gradient descent with quantum annealed binary gradients},
     author = {Krahn, Maximilian and Sasdelli, Michele and <strong>Yang</strong>, <strong>Frances Fengyi</strong> and Golyanik, Vladislav and Kannala, Juho and Chin, Tat-Jun and Birdal, Tolga},
     booktitle = {British Machine Vision Conference (BMVC)},
     year = {2024},
   }

2023

1. arXiv

   Training multilayer perceptrons by sampling with quantum annealers

   Frances Fengyi Yang, Michele Sasdelli, and Tat-Jun Chin

   In arXiv preprint, 2023

   Bib PDF

   @inproceedings{yang2023training,
     title = {Training multilayer perceptrons by sampling with quantum annealers},
     author = {<strong>Yang</strong>, <strong>Frances Fengyi</strong> and Sasdelli, Michele and Chin, Tat-Jun},
     booktitle = {arXiv preprint},
     year = {2023},
     featured = {true},
   }