LSD-C: linearly separable deep clusters

We present LSD-C, a novel method to identify clusters in an unlabeled dataset. Our algorithm first establishes pairwise connections in the feature space between the samples of the minibatch based on a similarity metric. Then it regroups in clusters the connected samples and enforces a linear separat...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Rebuffi, SA, Ehrhardt, S, Han, K, Vedaldi, A, Zisserman, A
বিন্যাস: Conference item
ভাষা:English
প্রকাশিত: IEEE 2021