Louis Mahon
Selected Publications
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Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
Louis Mahon and Thomas Lukasiewicz
In Proceedings of the 38th AAAI Conference on Artificial Intelligence‚ AAAI 2024‚ Vancouver‚ BC‚ Canada‚ February 22 – 25‚ 2024. AAAI Press. February, 2024.
Details about Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation | BibTeX data for Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
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Minimum Description Length Clustering to Measure Meaningful Image Complexity
Louis Mahon and Thomas Lukasiewicz
In Pattern Recognition. Vol. 145. No. 109889. January, 2024.
Details about Minimum Description Length Clustering to Measure Meaningful Image Complexity | BibTeX data for Minimum Description Length Clustering to Measure Meaningful Image Complexity | Link to Minimum Description Length Clustering to Measure Meaningful Image Complexity
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Efficient Deep Clustering of Human Activities and How to Improve Evaluation
Louis Mahon and Thomas Lukasiewicz
In Emtiyaz Khan and Mehmet Gonen, editors, Proceedings of the 14th Asian Conference on Machine Learning‚ ACML 2022‚ Hyderabad‚ India‚ 12–14 December 2022. Vol. 189 of Proceedings of Machine Learning Research. Pages 722–737. PMLR. December, 2022.
Details about Efficient Deep Clustering of Human Activities and How to Improve Evaluation | BibTeX data for Efficient Deep Clustering of Human Activities and How to Improve Evaluation | Link to Efficient Deep Clustering of Human Activities and How to Improve Evaluation