From the 1 of 4 linked papers with an AI index.
4 papers
SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception
Mingjie Xie, Guangjun He, Dongli Xu +5
The paper introduces SynCLIP, a language‑image pretraining framework that aligns spatial attention across synonymous textual expressions to improve the robustness of open‑vocabular…
Angle-Optimized Partial Disentanglement for Multimodal Emotion Recognition in Conversation
Xinyi Che, Wenbo Wang, Yuanbo Hou +3
Multimodal Emotion Recognition in Conversation (MERC) aims to enhance emotion understanding by integrating complementary cues from text, audio, and visual modalities. Existing MERC…
Dual-level Progressive Hardness-Aware Reweighting for Cross-View Geo-Localization
Guozheng Zheng, Jian Guan, Mingjie Xie +4
Cross-view geo-localization (CVGL) between drone and satellite imagery remains challenging due to severe viewpoint gaps and the presence of hard negatives, which are visually simil…
Band Prompting Aided SAR and Multi-Spectral Data Fusion Framework for Local Climate Zone Classification
Haiyan Lan, Shujun Li, Mingjie Xie +6
Local climate zone (LCZ) classification is of great value for understanding the complex interactions between urban development and local climate. Recent studies have increasingly f…