A no-labels pipeline built from known parts (DINOv2, normalization, UMAP/t-SNE, K-means) reports strong clustering and novel-class accuracies on four benchmarks.
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Dimensionally Reduced Open-World Clustering: DROWCULA
A no-labels pipeline built from known parts (DINOv2, normalization, UMAP/t-SNE, K-means) reports strong clustering and novel-class accuracies on four benchmarks.