Shuaiju Li

Calibrated Information Bottleneck for Trusted Multi-modal Clustering

Information Bottleneck (IB) Theory is renowned for its ability to learn simple, compact, and effective data representations. In multi-modal clustering, IB theory effectively eliminates interfering redundancy and noise from multi-modal data, while maximally preserving the discriminative information.…