Louis Mahon : Publications

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@inproceedings{LM-AAAI-2024,
  title = "Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2024",
  booktitle = "Proceedings of the 38th AAAI Conference on Artificial Intelligence‚ AAAI 2024‚ Vancouver‚ BC‚ Canada‚ February 22 – 25‚ 2024",
  month = "February",
  publisher = "AAAI Press",
}

@article{ML-PR-2023,
  title = "Minimum Description Length Clustering to Measure Meaningful Image Complexity",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2024",
  journal = "Pattern Recognition",
  month = "January",
  number = "109889",
  url = "https://doi.org/10.1016/j.patcog.2023.109889",
  volume = "145",
}

@inproceedings{ACML-ML-2022,
  title = "Efficient Deep Clustering of Human Activities and How to Improve Evaluation",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2022",
  booktitle = "Proceedings of the 14th Asian Conference on Machine Learning, ACML 2022, Hyderabad, India, 12--14 December 2022",
  editor = "Khan, Emtiyaz and Gonen, Mehmet",
  month = "December",
  pages = "722--737",
  publisher = "PMLR",
  series = "Proceedings of Machine Learning Research",
  url = "https://proceedings.mlr.press/v189/mahon23a.html",
  volume = "189",
}

@inproceedings{KI-ML-2021,
  title = "Selective Pseudo-Label Clustering",
  author = "Louis Mahon and Thomas Lukasiewicz",
  year = "2021",
  booktitle = "Proceedings of the 44th German Conference on Artificial Intelligence, KI 2021, Berlin, Germany, 2021",
  publisher = "Springer",
  url = "https://doi.org/10.1007/978-3-030-87626-5_12",
}

@inproceedings{ICMLA-2020-91,
  title = "Knowledge Graph Extraction from Videos",
  author = "Louis Mahon and Eleonora Giunchiglia and Bowen Li and Thomas Lukasiewicz",
  year = "2020",
  booktitle = "Proceedings of the IEEE 2020 International Conference on Machine Learning and Applications, ICMLA 2020, Miami, Florida, December 14-17, 2020",
  month = "December",
  pages = "25--32",
  publisher = "IEEE",
  url = "https://doi.org/10.1109/ICMLA51294.2020.00014",
}