Wen-Jie Zhu

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

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 clustering, as exist...