publications

2024

1. NeurIPS

   Constant Acceleration Flow

   Dogyun Park, Sojin Lee, Sihyeon Kim, Taehoon Lee, Youngjoon Hong, and Hyunwoo J Kim

   Neural Information Processing Systems, NeurIPS

   Bib PDF

   @article{park2024constant,
     title = {Constant Acceleration Flow},
     author = {Park, Dogyun and Lee, Sojin and Kim, Sihyeon and Lee, Taehoon and Hong, Youngjoon and Kim, Hyunwoo J},
     journal = {Neural Information Processing Systems, NeurIPS},
     year = {2024},
   }

2. ECCVOral

   Diffusion prior-based amortized variational inference for noisy inverse problems

   Sojin Lee*, Dogyun Park*, Inho Kong, and Hyunwoo J Kim

   European Conference on Computer Vision, ECCV

   Oral Presentation [Top 2.3%]

   Bib PDF

   @article{lee2024diffusion,
     title = {Diffusion prior-based amortized variational inference for noisy inverse problems},
     author = {Lee, Sojin and Park, Dogyun and Kong, Inho and Kim, Hyunwoo J},
     award = {Oral},
     honor = {Oral Presentation [Top 2.3%]},
     journal = {European Conference on Computer Vision, ECCV},
     year = {2024},
   }

3. ICML

   Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis

   Juyeon Ko, Inho Kong, Dogyun Park, and Hyunwoo J Kim

   International Conference on Machine Learning, ICML

   Bib PDF

   @article{kostochastic,
     title = {Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis},
     author = {Ko, Juyeon and Kong, Inho and Park, Dogyun and Kim, Hyunwoo J},
     journal = {International Conference on Machine Learning, ICML},
     year = {2024}
   }

4. ICLR

   DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations

   Dogyun Park, Sihyeon Kim, Sojin Lee, and Hyunwoo J Kim

   International Conference on Learning Representations, ICLR

   Bib PDF

   @article{park2024ddmi,
     title = {DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations},
     author = {Park, Dogyun and Kim, Sihyeon and Lee, Sojin and Kim, Hyunwoo J},
     journal = {International Conference on Learning Representations, ICLR},
     year = {2024},
   }

2023

1. ICCV

   Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models

   Dogyun Park, and Suhyun Kim

   International Conference on Computer Vision, ICCV

   Bib PDF

   @article{park2023probabilistic,
     title = {Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models},
     author = {Park, Dogyun and Kim, Suhyun},
     journal = {International Conference on Computer Vision, ICCV},
     pages = {20099--20109},
     year = {2023},
   }

2022

1. AAAI

   Naturalinversion: Data-free image synthesis improving real-world consistency

   Yujin Kim, Dogyun Park, Dohee Kim, and Suhyun Kim

   Proceedings of the AAAI Conference on Artificial Intelligence, AAAI

   Bib PDF

   @article{kim2022naturalinversion,
     title = {Naturalinversion: Data-free image synthesis improving real-world consistency},
     author = {Kim, Yujin and Park, Dogyun and Kim, Dohee and Kim, Suhyun},
     journal = {Proceedings of the AAAI Conference on Artificial Intelligence, AAAI},
     volume = {36},
     number = {1},
     pages = {1201--1209},
     year = {2022}
   }