Papers by Lukas Miklautz
Text-Guided Image Clustering (2024.eacl-long)
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Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
| Challenge: | Current image clustering methods neglect the use of generated textual descriptions. |
| Approach: | They propose to use image captioning and visual question-answering to cluster images . they propose a new approach to inject task- or domain knowledge into image clustering . |
| Outcome: | The proposed method outperforms existing methods on eight image clustering datasets. |