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VLM4Cluster: Benchmarking Deep Clustering In the Era of Vision-Language Pre-training

Hu, Yuanwei et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Vision-language pre-training has reshaped image clustering, giving rise to language-assisted image clustering (LaIC), which leverages textual semantics to complement visual representations. Despite the rapid proliferation of LaIC methods, it remains unclear how much LaIC has actually advanced image
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