publications

2025

1. 

   Constrained Diffusion: Applications to Image Generation, Manifold Learning, and Motion Planning

   Spencer Szabados

   University of Waterloo , 2025

   URL PDF

2024

1. 

   Diffusion Models with Group Equivariance

   Haoye Lu , Spencer Szabados, and Yaoliang Yu

   In ICML Workshop SPIGM , 2024

   Bib URL PDF

   @incollection{LuSY:2024,
     author = {Lu, Haoye and Szabados, Spencer and Yu, Yaoliang},
     title = {Diffusion Models with Group Equivariance},
     booktitle = {ICML Workshop SPIGM},
     year = {2024},
     url = {https://openreview.net/forum?id=65XylEuDLB},
   }

2. 

   Structure Preserving Diffusion Models

   Haoye Lu , Spencer Szabados, and Yaoliang Yu

   2024

   arXiv Bib

   @unpublished{LuSY:2025,
     author = {Lu, Haoye and Szabados, Spencer and Yu, Yaoliang},
     title = {Structure Preserving Diffusion Models},
     year = {2024},
   }

3. 

   Curve Stabbing Depth: Data Depth for Plane Curves

   Stephane Durocher , Alexandre Leblanc , and Spencer Szabados

   2024

   arXiv Bib PDF

   @unpublished{DurocherS:2024,
     author = {Durocher, Stephane and Leblanc, Alexandre and Szabados, Spencer},
     title = {Curve Stabbing Depth: Data Depth for Plane Curves},
     year = {2024},
   }

2023

1. 

   CM-GAN: Stabilizing GAN Training with Consistency Models

   Haoye Lu , Yiwei Lu , Dihong Jiang , and 3 more authors

   In ICML 2023 Workshop on Structured Probabilistic Inference & Generative Modeling , 2023

   Bib URL PDF

   @inproceedings{LuLJSSY:2023,
     author = {Lu, Haoye and Lu, Yiwei and Jiang, Dihong and Szabados, Spencer and Sun, Sun and Yu, Yaoliang},
     title = {{CM}-{GAN}: Stabilizing {GAN} Training with Consistency Models},
     booktitle = {ICML 2023 Workshop on Structured Probabilistic Inference {\&} Generative Modeling},
     year = {2023},
     url = {https://openreview.net/forum?id=Uh2WwUyiAv},
   }

2022

1. 

   Curve Stabbing Depth: Data Depth for Plane Curves

   Stephane Durocher , and Spencer Szabados

   In 34th Canadian Conference on Computational Geometry (CCCG 2022) , 2022

   Bib URL PDF

   @inproceedings{DurocherS:2022,
     author = {Durocher, Stephane and Szabados, Spencer},
     title = {Curve Stabbing Depth: Data Depth for Plane Curves},
     booktitle = {34th Canadian Conference on Computational Geometry (CCCG 2022)},
     year = {2022},
     pages = {121--128},
     url = {https://cccg.ca/proceedings/2022/CCCG2022.pdf},
   }