XMC-Agent: Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification

Y Liu, T Zhong, Y Lu, H Lin, B He, S Zhou… - Findings of the …, 2024 - aclanthology.org
Abstract The eXtreme Multi-label Classification (XMC) aims at accurately assigning large-
scale labels to instances, and is challenging for learning, managing, and predicting over the …

Multi-modal alignment via hyperbolic geometry

S LIU - 2024 - ink.library.smu.edu.sg
Strong capabilities of generalization to unseen domains are vital for deep neural networks.
While existing methods have shown promising results without source domain access, they …