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.
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.
no code implementations • 1 Nov 2023 • Zhenbang Du, Jiayu An, Jiahao Hong, Dongrui Wu
Within an MoE, different experts address different input features, producing unique expert routing patterns for different classes in a routing feature space.