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@inproceedings{DBLP:conf/aistats/ParkB24,
  author       = {Yookoon Park and
                  David M. Blei},
  editor       = {Sanjoy Dasgupta and
                  Stephan Mandt and
                  Yingzhen Li},
  title        = {Density Uncertainty Layers for Reliable Uncertainty Estimation},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  2-4 May 2024, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {238},
  pages        = {163--171},
  publisher    = {{PMLR}},
  year         = {2024},
  url          = {https://proceedings.mlr.press/v238/park24a.html},
  timestamp    = {Mon, 13 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/ParkB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2306-12497,
  author       = {Yookoon Park and
                  David M. Blei},
  title        = {Density Uncertainty Layers for Reliable Uncertainty Estimation},
  journal      = {CoRR},
  volume       = {abs/2306.12497},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.12497},
  doi          = {10.48550/ARXIV.2306.12497},
  eprinttype    = {arXiv},
  eprint       = {2306.12497},
  timestamp    = {Tue, 27 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-12497.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/emnlp/ParkAMXMKA22,
  author       = {Yookoon Park and
                  Mahmoud Azab and
                  Seungwhan Moon and
                  Bo Xiong and
                  Florian Metze and
                  Gourab Kundu and
                  Kirmani Ahmed},
  editor       = {Yoav Goldberg and
                  Zornitsa Kozareva and
                  Yue Zhang},
  title        = {Normalized Contrastive Learning for Text-Video Retrieval},
  booktitle    = {Proceedings of the 2022 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
                  December 7-11, 2022},
  pages        = {248--260},
  publisher    = {Association for Computational Linguistics},
  year         = {2022},
  url          = {https://doi.org/10.18653/v1/2022.emnlp-main.17},
  doi          = {10.18653/V1/2022.EMNLP-MAIN.17},
  timestamp    = {Thu, 10 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/ParkAMXMKA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-17267,
  author       = {Yookoon S. Park and
                  Chris Dongjoo Kim and
                  Gunhee Kim},
  title        = {Variational Laplace Autoencoders},
  journal      = {CoRR},
  volume       = {abs/2211.17267},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.17267},
  doi          = {10.48550/ARXIV.2211.17267},
  eprinttype    = {arXiv},
  eprint       = {2211.17267},
  timestamp    = {Tue, 06 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-17267.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2212-11790,
  author       = {Yookoon Park and
                  Mahmoud Azab and
                  Bo Xiong and
                  Seungwhan Moon and
                  Florian Metze and
                  Gourab Kundu and
                  Kirmani Ahmed},
  title        = {Normalized Contrastive Learning for Text-Video Retrieval},
  journal      = {CoRR},
  volume       = {abs/2212.11790},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2212.11790},
  doi          = {10.48550/ARXIV.2212.11790},
  eprinttype    = {arXiv},
  eprint       = {2212.11790},
  timestamp    = {Wed, 04 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2212-11790.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/ParkLKB21,
  author       = {Yookoon Park and
                  Sangho Lee and
                  Gunhee Kim and
                  David M. Blei},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Unsupervised Representation Learning via Neural Activation Coding},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {8391--8400},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/park21b.html},
  timestamp    = {Mon, 04 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ParkLKB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-04014,
  author       = {Yookoon Park and
                  Sangho Lee and
                  Gunhee Kim and
                  David M. Blei},
  title        = {Unsupervised Representation Learning via Neural Activation Coding},
  journal      = {CoRR},
  volume       = {abs/2112.04014},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.04014},
  eprinttype    = {arXiv},
  eprint       = {2112.04014},
  timestamp    = {Mon, 04 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-04014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/ParkKK19,
  author       = {Yookoon S. Park and
                  Chris Dongjoo Kim and
                  Gunhee Kim},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Variational Laplace Autoencoders},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {5032--5041},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/park19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ParkKK19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/naacl/ParkCK18,
  author       = {Yookoon Park and
                  Jaemin Cho and
                  Gunhee Kim},
  editor       = {Marilyn A. Walker and
                  Heng Ji and
                  Amanda Stent},
  title        = {A Hierarchical Latent Structure for Variational Conversation Modeling},
  booktitle    = {Proceedings of the 2018 Conference of the North American Chapter of
                  the Association for Computational Linguistics: Human Language Technologies,
                  {NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
                  1 (Long Papers)},
  pages        = {1792--1801},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://doi.org/10.18653/v1/n18-1162},
  doi          = {10.18653/V1/N18-1162},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/naacl/ParkCK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1804-03424,
  author       = {Yookoon Park and
                  Jaemin Cho and
                  Gunhee Kim},
  title        = {A Hierarchical Latent Structure for Variational Conversation Modeling},
  journal      = {CoRR},
  volume       = {abs/1804.03424},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.03424},
  eprinttype    = {arXiv},
  eprint       = {1804.03424},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-03424.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/KimPKH17,
  author       = {Juyong Kim and
                  Yookoon Park and
                  Gunhee Kim and
                  Sung Ju Hwang},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {SplitNet: Learning to Semantically Split Deep Networks for Parameter
                  Reduction and Model Parallelization},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {1866--1874},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/kim17b.html},
  timestamp    = {Wed, 18 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/KimPKH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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