An Empirical Study on Clustering Pretrained Embeddings: Is Deep Strictly Better?

Tyler R. Scott, Ting Liu, Michael C. Mozer +1

Recent research in clustering face embeddings has found that unsupervised, shallow, heuristic-based methods -- including $k$-means and hierarchical agglomerative clustering -- unde…