3 papers
cs.LG2025
Label-Informed Outlier Detection Based on Granule Density
Baiyang Chen, Zhong Yuan, Dezhong Peng +3
Outlier detection, crucial for identifying unusual patterns with significant implications across numerous applications, has drawn considerable research interest. Existing semi-supe…
cs.CV2025
Deep Reversible Consistency Learning for Cross-modal Retrieval
Ruitao Pu, Yang Qin, Dezhong Peng +2
Cross-modal retrieval (CMR) typically involves learning common representations to directly measure similarities between multimodal samples. Most existing CMR methods commonly assum…
cs.CV2025
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels
Ruitao Pu, Yuan Sun, Yang Qin +4
Cross-modal hashing (CMH) has appeared as a popular technique for cross-modal retrieval due to its low storage cost and high computational efficiency in large-scale data. Most exis…