BibTeX records: Xinghua Lou

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@article{DBLP:journals/corr/abs-2406-19635,
  author       = {Xinghua Lou and
                  Meet Dave and
                  Shrinu Kushagra and
                  Miguel L{\'{a}}zaro{-}Gredilla and
                  Kevin Murphy},
  title        = {Model Predictive Simulation Using Structured Graphical Models and
                  Transformers},
  journal      = {CoRR},
  volume       = {abs/2406.19635},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.19635},
  doi          = {10.48550/ARXIV.2406.19635},
  eprinttype    = {arXiv},
  eprint       = {2406.19635},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-19635.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10289,
  author       = {Ken Kansky and
                  Skanda Vaidyanath and
                  Scott Swingle and
                  Xinghua Lou and
                  Miguel L{\'{a}}zaro{-}Gredilla and
                  Dileep George},
  title        = {PushWorld: {A} benchmark for manipulation planning with tools and
                  movable obstacles},
  journal      = {CoRR},
  volume       = {abs/2301.10289},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.10289},
  doi          = {10.48550/ARXIV.2301.10289},
  eprinttype    = {arXiv},
  eprint       = {2301.10289},
  timestamp    = {Thu, 26 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-10289.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KanskySMELLDSPG17,
  author       = {Ken Kansky and
                  Tom Silver and
                  David A. M{\'{e}}ly and
                  Mohamed Eldawy and
                  Miguel L{\'{a}}zaro{-}Gredilla and
                  Xinghua Lou and
                  Nimrod Dorfman and
                  Szymon Sidor and
                  D. Scott Phoenix and
                  Dileep George},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Schema Networks: Zero-shot Transfer with a Generative Causal Model
                  of Intuitive Physics},
  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        = {1809--1818},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/kansky17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KanskySMELLDSPG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KanskySMELLDSPG17,
  author       = {Ken Kansky and
                  Tom Silver and
                  David A. M{\'{e}}ly and
                  Mohamed Eldawy and
                  Miguel L{\'{a}}zaro{-}Gredilla and
                  Xinghua Lou and
                  Nimrod Dorfman and
                  Szymon Sidor and
                  D. Scott Phoenix and
                  Dileep George},
  title        = {Schema Networks: Zero-shot Transfer with a Generative Causal Model
                  of Intuitive Physics},
  journal      = {CoRR},
  volume       = {abs/1706.04317},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.04317},
  eprinttype    = {arXiv},
  eprint       = {1706.04317},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KanskySMELLDSPG17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LouKLLMPG16,
  author       = {Xinghua Lou and
                  Ken Kansky and
                  Wolfgang Lehrach and
                  C. C. Laan and
                  Bhaskara Marthi and
                  D. Scott Phoenix and
                  Dileep George},
  editor       = {Daniel D. Lee and
                  Masashi Sugiyama and
                  Ulrike von Luxburg and
                  Isabelle Guyon and
                  Roman Garnett},
  title        = {Generative Shape Models: Joint Text Recognition and Segmentation with
                  Very Little Training Data},
  booktitle    = {Advances in Neural Information Processing Systems 29: Annual Conference
                  on Neural Information Processing Systems 2016, December 5-10, 2016,
                  Barcelona, Spain},
  pages        = {2793--2801},
  year         = {2016},
  url          = {https://proceedings.neurips.cc/paper/2016/hash/23ad3e314e2a2b43b4c720507cec0723-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LouKLLMPG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LouKLLMPG16,
  author       = {Xinghua Lou and
                  Ken Kansky and
                  Wolfgang Lehrach and
                  C. C. Laan and
                  Bhaskara Marthi and
                  D. Scott Phoenix and
                  Dileep George},
  title        = {Generative Shape Models: Joint Text Recognition and Segmentation with
                  Very Little Training Data},
  journal      = {CoRR},
  volume       = {abs/1611.02788},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.02788},
  eprinttype    = {arXiv},
  eprint       = {1611.02788},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LouKLLMPG16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/WidmerKLR14,
  author       = {Christian Widmer and
                  Marius Kloft and
                  Xinghua Lou and
                  Gunnar R{\"{a}}tsch},
  title        = {Regularization-Based Multitask Learning With Applications to Genome
                  Biology and Biological Imaging},
  journal      = {K{\"{u}}nstliche Intell.},
  volume       = {28},
  number       = {1},
  pages        = {29--33},
  year         = {2014},
  url          = {https://doi.org/10.1007/s13218-013-0283-y},
  doi          = {10.1007/S13218-013-0283-Y},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ki/WidmerKLR14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LouSH14,
  author       = {Xinghua Lou and
                  Martin Schiegg and
                  Fred A. Hamprecht},
  title        = {Active Structured Learning for Cell Tracking: Algorithm, Framework,
                  and Usability},
  journal      = {{IEEE} Trans. Medical Imaging},
  volume       = {33},
  number       = {4},
  pages        = {849--860},
  year         = {2014},
  url          = {https://doi.org/10.1109/TMI.2013.2296937},
  doi          = {10.1109/TMI.2013.2296937},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmi/LouSH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChanLKCGAR13,
  author       = {Katherine Redfield Chan and
                  Xinghua Lou and
                  Theofanis Karaletsos and
                  Christopher Crosbie and
                  Stuart M. Gardos and
                  David Artz and
                  Gunnar R{\"{a}}tsch},
  editor       = {Wei Ding and
                  Takashi Washio and
                  Hui Xiong and
                  George Karypis and
                  Bhavani Thuraisingham and
                  Diane J. Cook and
                  Xindong Wu},
  title        = {An Empirical Analysis of Topic Modeling for Mining Cancer Clinical
                  Notes},
  booktitle    = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
                  Workshops, TX, USA, December 7-10, 2013},
  pages        = {56--63},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDMW.2013.91},
  doi          = {10.1109/ICDMW.2013.91},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ChanLKCGAR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WidmerDLUHR13,
  author       = {Christian Widmer and
                  Philipp Drewe and
                  Xinghua Lou and
                  Shefali Umrania and
                  Stephanie Heinrich and
                  Gunnar R{\"{a}}tsch},
  title        = {{GRED:} Graph-Regularized 3D Shape Reconstruction from Highly Anisotropic
                  and Noisy Images},
  journal      = {CoRR},
  volume       = {abs/1309.4426},
  year         = {2013},
  url          = {http://arxiv.org/abs/1309.4426},
  eprinttype    = {arXiv},
  eprint       = {1309.4426},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WidmerDLUHR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LouKWH12,
  author       = {Xinghua Lou and
                  Ullrich K{\"{o}}the and
                  Jochen Wittbrodt and
                  Fred A. Hamprecht},
  title        = {Learning to segment dense cell nuclei with shape prior},
  booktitle    = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  Providence, RI, USA, June 16-21, 2012},
  pages        = {1012--1018},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CVPR.2012.6247778},
  doi          = {10.1109/CVPR.2012.6247778},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LouKWH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LouH12,
  author       = {Xinghua Lou and
                  Fred A. Hamprecht},
  title        = {Structured Learning from Partial Annotations},
  booktitle    = {Proceedings of the 29th International Conference on Machine Learning,
                  {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
  publisher    = {icml.cc / Omnipress},
  year         = {2012},
  url          = {http://icml.cc/2012/papers/753.pdf},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LouH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LouFKH12,
  author       = {Xinghua Lou and
                  Luca Fiaschi and
                  Ullrich K{\"{o}}the and
                  Fred A. Hamprecht},
  editor       = {Fei Wang and
                  Dinggang Shen and
                  Pingkun Yan and
                  Kenji Suzuki},
  title        = {Quality Classification of Microscopic Imagery with Weakly Supervised
                  Learning},
  booktitle    = {Machine Learning in Medical Imaging - Third International Workshop,
                  {MLMI} 2012, Held in Conjunction with {MICCAI} 2012, Nice, France,
                  October 1, 2012, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7588},
  pages        = {176--183},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-35428-1\_22},
  doi          = {10.1007/978-3-642-35428-1\_22},
  timestamp    = {Sat, 05 Sep 2020 18:06:04 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/LouFKH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/LeitteFLHLMW12,
  author       = {Heike Leitte and
                  Jens Fangerau and
                  Xinghua Lou and
                  Burkhard H{\"{o}}ckendorf and
                  Steffen Lemke and
                  Alexis Maizel and
                  Jochen Wittbrodt},
  editor       = {Miriah Meyer and
                  Tino Weinkauf},
  title        = {Visualization Software for 3D Video Microscopy: {A} Design Study},
  booktitle    = {14th Eurographics Conference on Visualization, EuroVis 2012 - Short
                  Papers, Vienna, Austria, June 5-8, 2012},
  publisher    = {Eurographics Association},
  year         = {2012},
  url          = {https://doi.org/10.2312/PE/EuroVisShort/EuroVisShort2012/073-077},
  doi          = {10.2312/PE/EUROVISSHORT/EUROVISSHORT2012/073-077},
  timestamp    = {Tue, 08 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/vissym/LeitteFLHLMW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Lou11,
  author       = {Xinghua Lou},
  title        = {Biomedical Data Analysis with Prior Knowledge : Modeling and Learning},
  school       = {Heidelberg University, Germany},
  year         = {2011},
  url          = {https://archiv.ub.uni-heidelberg.de/volltextserver/12294/},
  doi          = {10.11588/HEIDOK.00012294},
  urn          = {urn:nbn:de:bsz:16-opus-122945},
  timestamp    = {Wed, 13 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/phd/basesearch/Lou11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LouKLKKHWJH11,
  author       = {Xinghua Lou and
                  Frederik O. Kaster and
                  Martin S. Lindner and
                  Bernhard X. Kausler and
                  Ullrich K{\"{o}}the and
                  Burkhard Hockendorf and
                  Jochen Wittbrodt and
                  Heike J{\"{a}}nicke and
                  Fred A. Hamprecht},
  title        = {Deltr: Digital embryo lineage tree reconstructor},
  booktitle    = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
                  Chicago, Illinois, {USA}},
  pages        = {1557--1560},
  publisher    = {{IEEE}},
  year         = {2011},
  url          = {https://doi.org/10.1109/ISBI.2011.5872698},
  doi          = {10.1109/ISBI.2011.5872698},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/LouKLKKHWJH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LouH11,
  author       = {Xinghua Lou and
                  Fred A. Hamprecht},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {Structured Learning for Cell Tracking},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {1296--1304},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/959a557f5f6beb411fd954f3f34b21c3-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LouH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LouKRKBGLSSMH10,
  author       = {Xinghua Lou and
                  Marc Kirchner and
                  Bernhard Y. Renard and
                  Ullrich K{\"{o}}the and
                  Sebastian Boppel and
                  Christian Graf and
                  Chung{-}Tien Lee and
                  Judith A. J. Steen and
                  Hanno Steen and
                  Matthias P. Mayer and
                  Fred A. Hamprecht},
  title        = {Deuteration distribution estimation with improved sequence coverage
                  for {HX/MS} experiments},
  journal      = {Bioinform.},
  volume       = {26},
  number       = {12},
  pages        = {1535--1541},
  year         = {2010},
  url          = {https://doi.org/10.1093/bioinformatics/btq165},
  doi          = {10.1093/BIOINFORMATICS/BTQ165},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/LouKRKBGLSSMH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apvis/LouLW08,
  author       = {Xinghua Lou and
                  Shixia Liu and
                  Tianshu Wang},
  title        = {FanLens: {A} Visual Toolkit for Dynamically Exploring the Distribution
                  of Hierarchical Attributes},
  booktitle    = {{IEEE} {VGTC} Pacific Visualization Symposium 2008, PacificVis 2008,
                  Kyoto, Japan, March 5-7, 2008},
  pages        = {151--158},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/PACIFICVIS.2008.4475471},
  doi          = {10.1109/PACIFICVIS.2008.4475471},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/apvis/LouLW08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}