REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence

no code implementations • 13 Mar 2024 • Ruochen Zheng, Jiahao Hong, Changxin Gao, Nong Sang

Unfortunately, obtaining precise annotations in the multimodal field is expensive, which has prompted some methods to tackle the mismatched data pair issue in cross-modal matching contexts, termed as noisy correspondence.

Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification

no code implementations • 1 Mar 2024 • Jiahao Hong, Jialong Zuo, Chuchu Han, Ruochen Zheng, Ming Tian, Changxin Gao, Nong Sang

We introduce the Spatial Cascaded Clustering and Weighted Memory (SCWM) method to address these challenges.

Clustering Human Parsing +2