Louis Mahon : Publications

Journal papers

• [1]

  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

Conference papers

• [1]

  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

• [2]

  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

• [3]

  Selective Pseudo−Label Clustering

  Louis Mahon and Thomas Lukasiewicz

  In Proceedings of the 44th German Conference on Artificial Intelligence‚ KI 2021‚ Berlin‚ Germany‚ 2021. Springer. 2021.

  Details about Selective Pseudo−Label Clustering | BibTeX data for Selective Pseudo−Label Clustering | Link to Selective Pseudo−Label Clustering

• [4]

  Knowledge Graph Extraction from Videos

  Louis Mahon‚ Eleonora Giunchiglia‚ Bowen Li and Thomas Lukasiewicz

  In Proceedings of the IEEE 2020 International Conference on Machine Learning and Applications‚ ICMLA 2020‚ Miami‚ Florida‚ December 14−17‚ 2020. Pages 25–32. IEEE. December, 2020.

  Details about Knowledge Graph Extraction from Videos | BibTeX data for Knowledge Graph Extraction from Videos | Link to Knowledge Graph Extraction from Videos