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", }