3 papers
cs.LG2025
Rebalanced Multimodal Learning with Data-aware Unimodal Sampling
Qingyuan Jiang, Zhouyang Chi, Xiao Ma +3
To address the modality learning degeneration caused by modality imbalance, existing multimodal learning~(MML) approaches primarily attempt to balance the optimization process of e…
cs.CV2024
Rebalanced Vision-Language Retrieval Considering Structure-Aware Distillation
Yang Yang, Wenjuan Xi, Luping Zhou +1
Vision-language retrieval aims to search for similar instances in one modality based on queries from another modality. The primary objective is to learn cross-modal matching repres…
cs.CV2024
The Solution for Temporal Action Localisation Task of Perception Test Challenge 2024
Yinan Han, Qingyuan Jiang, Hongming Mei +2
This report presents our method for Temporal Action Localisation (TAL), which focuses on identifying and classifying actions within specific time intervals throughout a video seque…